Mohammad Al-Rousan Project 1 Code
Mohammad Al-Rousan
2023-06-06
library(naniar)
library(caret)## Loading required package: ggplot2## Loading required package: latticelibrary(ggplot2)
library(Matrix)
library(glmnet)## Loaded glmnet 4.1-7library(olsrr)##
## Attaching package: 'olsrr'## The following object is masked from 'package:datasets':
##
## riverslibrary(corrplot)## corrplot 0.92 loadedlibrary(RColorBrewer)
library(funModeling)## Loading required package: Hmisc##
## Attaching package: 'Hmisc'## The following objects are masked from 'package:base':
##
## format.pval, units## funModeling v.1.9.4 :)
## Examples and tutorials at livebook.datascienceheroes.com
## / Now in Spanish: librovivodecienciadedatos.ailibrary(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.2 ✔ readr 2.1.4
## ✔ forcats 1.0.0 ✔ stringr 1.5.0
## ✔ lubridate 1.9.2 ✔ tibble 3.2.1
## ✔ purrr 1.0.1 ✔ tidyr 1.3.0## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ tidyr::expand() masks Matrix::expand()
## ✖ dplyr::filter() masks stats::filter()
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## ✖ tidyr::pack() masks Matrix::pack()
## ✖ dplyr::src() masks Hmisc::src()
## ✖ dplyr::summarize() masks Hmisc::summarize()
## ✖ tidyr::unpack() masks Matrix::unpack()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(Hmisc)
library(leaps)
library(olsrr)
library(readr)
library(haven)
library(matrixStats)##
## Attaching package: 'matrixStats'
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## The following object is masked from 'package:dplyr':
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## countlibrary(reshape2)##
## Attaching package: 'reshape2'
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## smithslibrary(kableExtra)##
## Attaching package: 'kableExtra'
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## The following object is masked from 'package:dplyr':
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## group_rowslibrary(mlbench)#Data Overview
car <-read.csv("/Users/mohammadal-rousan/Downloads/car_dataset.csv")
vis_miss(car)
#Create a different DF so the original data cannot be touched
carData <- car
carData$MSRP <- log(carData$MSRP)
cars2 <- car[rowSums(is.na(car)) > 0,]
#Change NA's
carData[is.na(carData)] <- 0
carData[c(8696:8698),6] <- 2
carData[c(8699:8715),6] <- 4
carData[c(4204:4207),5] <- 168
carData[c(4915:4920),5] <- 193
carData[c(5826,5831,5832,5840,5841),5] <- 301
carData[c(6909,6911,6917,6919),5] <- 305
#Convert to factors
carData$Make <- as.factor(carData$Make)
carData$Year <- as.factor(carData$Year)
carData$Engine.Fuel.Type <- as.factor(carData$Engine.Fuel.Type)
carData$Transmission.Type <- as.factor(carData$Transmission.Type)
carData$Number.of.Doors <- as.factor(carData$Number.of.Doors)
carData$Market.Category <- as.factor(carData$Market.Category)
carData$Vehicle.Size <- as.factor(carData$Vehicle.Size)
carData$Vehicle.Style <- as.factor(carData$Vehicle.Style)
#Look at missing data
vis_miss(carData)
#There's none!!# Obejective 1 Run a standard EDA
plot(carData$Vehicle.Style)
#I did this to see the type of cars used and give a general expectation on what to look at
#Running Graphs to get an idea
p <- ggplot(carData, aes(fill=Popularity, y=Vehicle.Style, x=MSRP)) +
geom_bar(position="dodge", stat="identity")
p + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))
#EDA
ggplot(carData, aes(x = MSRP, y = Popularity,color=Vehicle.Style)) 
geom_point()## geom_point: na.rm = FALSE
## stat_identity: na.rm = FALSE
## position_identityggplot(data = carData, mapping = aes(x = MSRP, y = Popularity)) +
geom_point() +
geom_smooth(aes(color = Vehicle.Style)) +
facet_wrap( ~Vehicle.Style)## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'
#Histogram of MSRP
ggplot(carData, aes(x=(MSRP))) +
geom_histogram(aes(y=..density..), colour="black", fill="white")+
geom_density(alpha=.2, fill="#FF6666") ## Warning: The dot-dot notation (`..density..`) was deprecated in ggplot2 3.4.0.
## ℹ Please use `after_stat(density)` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Log transformed history of MSRP
ggplot(carData, aes(x=log(MSRP))) +
geom_histogram(aes(y=..density..), colour="black", fill="white")+
geom_density(alpha=.2, fill="#FF6666") ## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Histogram of popularity
ggplot(carData, aes(x=(Popularity))) +
geom_histogram(aes(y=..density..), colour="black", fill="white")+
geom_density(alpha=.2, fill="#FF6666") ## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
M <-cor(carData[,c(5,6,13,14,15,16)])
corrplot(M, type="upper", order="hclust",
col=brewer.pal(n=8, name="RdYlBu"))
ggplot(carData, aes(x=Engine.HP, y=MSRP)) +
geom_point()+
geom_smooth(method = "lm")## `geom_smooth()` using formula = 'y ~ x'
ggplot(carData, aes(x=Popularity, y=MSRP)) +
geom_point()+
geom_smooth()## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'
ggplot(carData, aes(x=Vehicle.Style, y=MSRP)) +
geom_point()+
geom_smooth() + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'
ggplot(carData, aes(x=Engine.Cylinders, y=MSRP)) +
geom_point()+
geom_smooth() + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'
#Model Selection
ss <- sample(1:3,size=nrow(carData),replace=TRUE,prob=c(0.8,0.1,0.1))
train <- carData[ss==1,]
test <- carData[ss==2,]
cvr <- carData[ss==3,]
reg.fwd=regsubsets(MSRP~.,data=train,method="forward",nvmax=15)## Warning in leaps.setup(x, y, wt = wt, nbest = nbest, nvmax = nvmax, force.in =
## force.in, : 52 linear dependencies found## Reordering variables and trying again:bics<-summary(reg.fwd)$bic
plot(bics,type="l",ylab="BIC",xlab="# of predictors")
reg.fwd$nbest## [1] 1regfwdMdl <- lm(MSRP~.,data=train)
summary(regfwdMdl)##
## Call:
## lm(formula = MSRP ~ ., data = train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.42212 -0.05214 -0.00114 0.04912 0.82892
##
## Coefficients: (49 not defined because of singularities)
## Estimate
## (Intercept) 7.878e+00
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## ModelG37 Convertible 9.704e-02
## ModelG37 Coupe -9.344e-03
## ModelG37 Sedan -6.093e-02
## ModelG5 -5.658e-03
## ModelG6 1.573e-01
## ModelG8 9.326e-02
## ModelG80 NA
## ModelGalant -2.877e-01
## ModelGallardo -4.620e-01
## ModelGenesis 5.792e-02
## ModelGenesis Coupe -2.408e-01
## ModelGhibli -3.127e-01
## ModelGhost -1.795e-02
## ModelGhost Series II 7.420e-02
## ModelGL-Class -1.111e+00
## ModelGLA-Class -1.580e+00
## ModelGLC-Class -1.430e+00
## ModelGLE-Class -1.230e+00
## ModelGLE-Class Coupe -1.215e+00
## ModelGLI 9.839e-02
## ModelGLK-Class -1.546e+00
## ModelGLS-Class -1.092e+00
## ModelGolf -2.690e-02
## ModelGolf Alltrack 1.435e-01
## ModelGolf GTI 7.120e-02
## ModelGolf R -2.879e-02
## ModelGolf SportWagen 9.453e-02
## ModelGrand Am 2.087e-01
## ModelGrand Caravan -2.559e-02
## ModelGrand Prix 1.168e-01
## ModelGrand Vitara -1.086e-01
## ModelGrand Voyager -5.553e-02
## ModelGranSport -4.296e-02
## ModelGranTurismo 1.252e-01
## ModelGranTurismo Convertible 1.396e-01
## ModelGS 200t -1.572e-01
## ModelGS 300 -1.709e-01
## ModelGS 350 -2.405e-01
## ModelGS 400 -4.752e-01
## ModelGS 430 -1.419e-01
## ModelGS 450h -9.586e-02
## ModelGS 460 -1.575e-01
## ModelGS F -1.168e-01
## ModelGT 9.474e-01
## ModelGT-R 7.839e-01
## ModelGTI 1.207e-01
## ModelGTO 1.560e-01
## ModelGX 460 -1.872e-01
## ModelGX 470 -1.721e-01
## ModelH3 6.980e-01
## ModelH3T NA
## ModelHHR -9.273e-01
## ModelHighlander 5.164e-01
## ModelHighlander Hybrid 5.843e-01
## ModelHorizon 2.891e-01
## ModelHR-V -2.559e-01
## ModelHS 250h -2.981e-01
## ModelHuracan -4.831e-01
## Modeli-MiEV -7.676e-01
## Modeli3 -3.048e-01
## ModelI30 -2.168e-01
## ModelI35 -6.536e-02
## ModeliA -1.611e-02
## ModelILX -3.456e-01
## ModelILX Hybrid -2.213e-01
## ModeliM 4.750e-02
## ModelImpala -8.100e-01
## ModelImpala Limited -9.879e-01
## ModelImperial 2.365e-01
## ModelImpreza -1.275e-01
## ModelImpreza WRX -9.511e-03
## ModelInsight -1.930e-01
## ModelIntegra -2.552e-01
## ModelIntrepid 1.188e-01
## ModelIntrigue 2.011e-02
## ModeliQ 1.174e-02
## ModelIS 200t -4.120e-01
## ModelIS 250 -3.413e-01
## ModelIS 250 C -3.620e-01
## ModelIS 300 -4.551e-01
## ModelIS 350 -4.682e-01
## ModelIS 350 C -4.352e-01
## ModelIS F -3.021e-01
## ModelJ30 -3.223e-01
## ModelJetta 1.635e-02
## ModelJetta GLI 9.627e-02
## ModelJetta Hybrid 3.445e-02
## ModelJetta SportWagen 1.076e-01
## ModelJimmy -3.613e-01
## ModelJourney 7.946e-02
## ModelJuke -1.720e-01
## ModelJusty 3.196e-01
## ModelJX -2.990e-01
## ModelK900 4.104e-01
## ModelKizashi -5.366e-02
## ModelLaCrosse 1.696e-01
## ModelLancer -4.966e-01
## ModelLancer Evolution -2.223e-01
## ModelLancer Sportback -5.073e-01
## ModelLand Cruiser 1.113e+00
## ModelLaser 1.434e-01
## ModelLe Baron 2.230e-01
## ModelLe Mans 4.648e-01
## ModelLeaf 1.283e-02
## ModelLegacy -1.563e-02
## ModelLegend -3.902e-01
## ModelLeSabre 3.030e-01
## ModelLevante -4.128e-01
## ModelLFA 1.438e+00
## ModelLHS -2.418e-01
## ModelLoyale 3.008e-01
## ModelLR2 -7.200e-01
## ModelLR3 -1.050e-01
## ModelLR4 -1.588e-01
## ModelLS -1.798e-01
## ModelLS 400 -2.554e-01
## ModelLS 430 2.335e-03
## ModelLS 460 1.759e-02
## ModelLS 600h L 2.798e-01
## ModelLSS -8.706e-02
## ModelLTD Crown Victoria -2.429e-02
## ModelLucerne 3.427e-01
## ModelLumina -1.017e+00
## ModelLumina Minivan -7.131e-01
## ModelLX 450 -1.476e-01
## ModelLX 470 2.432e-01
## ModelLX 570 1.003e-01
## ModelM 1.628e-01
## ModelM-Class -1.239e+00
## ModelM2 3.541e-02
## ModelM3 1.912e-01
## ModelM30 -2.410e-01
## ModelM35 1.598e-01
## ModelM37 1.219e-01
## ModelM4 1.988e-01
## ModelM45 2.375e-01
## ModelM5 2.710e-01
## ModelM56 2.114e-01
## ModelM6 4.344e-01
## ModelM6 Gran Coupe 4.896e-01
## ModelMacan -8.818e-01
## ModelMagnum 1.100e-01
## ModelMalibu -9.078e-01
## ModelMalibu Classic -1.032e+00
## ModelMalibu Hybrid -9.740e-01
## ModelMalibu Limited -8.780e-01
## ModelMalibu Maxx -9.710e-01
## ModelMark LT -4.270e-01
## ModelMark VII -6.626e-01
## ModelMark VIII -7.907e-01
## ModelMatrix 1.587e-01
## ModelMaxima 7.642e-02
## ModelMaybach 1.606e-02
## ModelMazdaspeed 3 1.465e-01
## ModelMazdaspeed 6 4.278e-01
## ModelMazdaspeed MX-5 Miata 3.797e-01
## ModelMazdaspeed Protege 3.055e-01
## ModelMDX -3.859e-01
## ModelMetris -1.276e+00
## ModelMetro -8.823e-01
## ModelMighty Max Pickup -9.290e-02
## ModelMillenia 5.161e-01
## ModelMirage -6.685e-01
## ModelMirage G4 -6.149e-01
## ModelMKC -5.999e-01
## ModelMKS -4.275e-01
## ModelMKT -7.204e-01
## ModelMKX -5.650e-01
## ModelMKZ -2.279e-01
## ModelMKZ Hybrid -2.464e-01
## ModelML55 AMG -9.197e-01
## ModelModel S NA
## ModelMonaco 2.131e-01
## ModelMontana 3.755e-01
## ModelMontana SV6 2.686e-01
## ModelMonte Carlo -8.903e-01
## ModelMontero 1.082e-01
## ModelMontero Sport -4.619e-02
## ModelMP4-12C NA
## ModelMPV 4.504e-01
## ModelMR2 3.869e-01
## ModelMR2 Spyder 3.291e-01
## ModelMulsanne -1.954e-01
## ModelMurano 2.281e-01
## ModelMurano CrossCabriolet 3.831e-01
## ModelMurcielago NA
## ModelMustang -2.402e-01
## ModelMustang SVT Cobra 1.521e-01
## ModelMX-3 6.093e-01
## ModelMX-5 Miata 2.921e-01
## ModelMX-6 4.222e-01
## ModelNavajo 6.170e-01
## ModelNavigator 6.567e-02
## ModelNeon -7.193e-02
## ModelNew Beetle 4.353e-02
## ModelNew Yorker 7.171e-02
## ModelNinety-Eight -4.149e-02
## ModelNitro 3.119e-02
## ModelNSX 8.276e-01
## ModelNV200 1.987e-02
## ModelNX 2.128e-01
## ModelNX 200t -7.885e-01
## ModelNX 300h -7.899e-01
## ModelOdyssey 2.935e-02
## ModelOptima -2.031e-02
## ModelOptima Hybrid -7.373e-02
## ModelOutback 1.747e-01
## ModelOutlander -3.048e-01
## ModelOutlander Sport -3.922e-01
## ModelPacifica 2.476e-01
## ModelPanamera NA
## ModelPark Avenue 4.793e-01
## ModelPark Ward 5.257e-01
## ModelPaseo 4.249e-01
## ModelPassat 1.663e-01
## ModelPassport 6.921e-02
## ModelPathfinder 1.335e-01
## ModelPhaeton 9.733e-01
## ModelPhantom 6.197e-01
## ModelPhantom Coupe 5.871e-01
## ModelPhantom Drophead Coupe 5.502e-01
## ModelPickup 5.562e-01
## ModelPilot 2.296e-02
## ModelPrecis 3.437e-03
## ModelPrelude 3.733e-02
## ModelPrevia 3.791e-01
## ModelPrius 4.328e-01
## ModelPrius c 2.534e-01
## ModelPrius Prime 5.018e-01
## ModelPrius v 2.872e-01
## ModelPrizm -9.755e-01
## ModelProbe 2.637e-02
## ModelProtege 2.198e-01
## ModelProtege5 2.755e-01
## ModelProwler 1.007e+00
## ModelPT Cruiser 6.401e-02
## ModelPulsar 2.668e-01
## ModelQ3 6.271e-03
## ModelQ40 -2.104e-01
## ModelQ45 4.002e-01
## ModelQ5 1.593e-01
## ModelQ50 -2.009e-02
## ModelQ60 Convertible 1.277e-01
## ModelQ60 Coupe 2.083e-02
## ModelQ7 2.365e-01
## ModelQ70 1.586e-01
## ModelQuattroporte -2.420e-02
## ModelQuest 1.287e-01
## ModelQX 2.705e-01
## ModelQX4 1.635e-01
## ModelQX50 -5.570e-01
## ModelQX56 3.210e-01
## ModelQX60 -2.937e-01
## ModelQX70 -2.897e-01
## ModelQX80 3.097e-01
## ModelR-Class -1.303e+00
## ModelR32 2.098e-01
## ModelR8 1.233e+00
## ModelRabbit -1.378e-01
## ModelRaider -3.932e-01
## ModelRainier 3.357e-01
## ModelRally Wagon -4.233e-01
## ModelRAM 150 1.423e-01
## ModelRAM 250 1.390e-01
## ModelRam 50 Pickup 3.116e-01
## ModelRam Cargo 8.961e-02
## ModelRam Pickup 1500 3.517e-02
## ModelRam Van -4.087e-03
## ModelRam Wagon 3.868e-02
## ModelRamcharger 1.934e-01
## ModelRange Rover 3.224e-01
## ModelRange Rover Evoque -4.513e-01
## ModelRange Rover Sport NA
## ModelRanger -1.560e-01
## ModelRapide 6.161e-02
## ModelRapide S -1.574e-01
## ModelRAV4 4.266e-01
## ModelRAV4 EV 6.675e-01
## ModelRAV4 Hybrid 2.769e-01
## ModelRC 200t -3.716e-01
## ModelRC 300 -4.103e-01
## ModelRC 350 -4.407e-01
## ModelRC F -4.377e-01
## ModelRDX -6.237e-01
## ModelReatta 4.880e-02
## ModelRegal 7.529e-02
## ModelRegency -1.768e-01
## ModelRendezvous 1.911e-01
## ModelReno -3.896e-01
## ModelRidgeline -2.303e-01
## ModelRio -3.465e-01
## ModelRiviera -1.137e-01
## ModelRL 1.959e-02
## ModelRLX 3.437e-02
## ModelRoadmaster -6.418e-02
## ModelRogue 4.541e-02
## ModelRogue Select -1.570e-01
## ModelRondo -1.580e-01
## ModelRoutan 3.783e-01
## ModelRS 4 6.545e-01
## ModelRS 5 4.363e-01
## ModelRS 7 6.888e-01
## ModelRSX -5.383e-01
## ModelRX 300 -6.161e-01
## ModelRX 330 -6.207e-01
## ModelRX 350 -6.630e-01
## ModelRX 400h -6.984e-01
## ModelRX 450h -7.502e-01
## ModelRX-7 1.615e+00
## ModelRX-8 4.322e-01
## ModelS-10 -9.067e-01
## ModelS-10 Blazer -6.709e-01
## ModelS-15 -3.112e-01
## ModelS-15 Jimmy -2.663e-01
## ModelS-Class -4.087e-01
## ModelS2000 NA
## ModelS3 2.579e-01
## ModelS4 3.633e-01
## ModelS40 6.257e-02
## ModelS5 4.506e-01
## ModelS6 4.936e-01
## ModelS60 1.534e-01
## ModelS60 Cross Country 3.020e-01
## ModelS7 5.716e-01
## ModelS70 -1.361e-01
## ModelS8 7.370e-01
## ModelS80 2.890e-01
## ModelS90 2.488e-01
## ModelSafari -4.246e-01
## ModelSafari Cargo -3.512e-01
## ModelSamurai 2.339e-01
## ModelSanta Fe 3.467e-02
## ModelSanta Fe Sport -1.197e-02
## ModelSavana -3.095e-01
## ModelSavana Cargo -3.671e-01
## ModelSC 300 -4.637e-01
## ModelSC 400 -4.657e-01
## ModelSC 430 NA
## ModelScoupe 1.134e-01
## ModelSebring 2.075e-01
## ModelSedona 7.139e-02
## ModelSentra -1.580e-01
## ModelSephia -2.050e-01
## ModelSequoia 7.083e-01
## ModelSeville 1.040e-01
## ModelShadow 2.713e-01
## ModelShelby GT350 -3.773e-02
## ModelShelby GT500 -1.644e-01
## ModelSidekick 4.242e-02
## ModelSienna 4.431e-01
## ModelSierra 1500 -3.933e-01
## ModelSierra 1500 Classic -5.104e-01
## ModelSierra 1500 Hybrid -5.583e-01
## ModelSierra 1500HD -5.024e-01
## ModelSierra Classic 1500 -1.710e-02
## ModelSilhouette 3.396e-01
## ModelSilver Seraph 3.632e-01
## ModelSilverado 1500 -7.884e-01
## ModelSilverado 1500 Classic -9.043e-01
## ModelSilverado 1500 Hybrid -9.512e-01
## ModelSixty Special -5.128e-01
## ModelSkylark 5.432e-02
## ModelSL-Class -5.329e-01
## ModelSLC-Class -1.099e+00
## ModelSLK-Class -1.017e+00
## ModelSLR McLaren 7.802e-01
## ModelSLS AMG -7.094e-02
## ModelSLS AMG GT NA
## ModelSLX -3.766e-01
## ModelSolstice 1.048e-01
## ModelSonata -1.041e-01
## ModelSonata Hybrid -2.156e-01
## ModelSonic -1.128e+00
## ModelSonoma -5.840e-01
## ModelSorento 1.315e-01
## ModelSoul -2.693e-01
## ModelSoul EV 6.758e-02
## ModelSpark -1.283e+00
## ModelSpark EV -1.299e+00
## ModelSpectra -2.515e-01
## ModelSpirit 2.927e-01
## ModelSportage NA
## ModelSportvan -8.046e-01
## ModelSpyder -1.320e-01
## ModelSQ5 3.652e-02
## ModelSRT Viper 4.962e-01
## ModelSRX -4.530e-01
## ModelSS -7.944e-01
## ModelSSR -4.898e-01
## ModelStanza 2.114e-01
## ModelStealth 2.200e-01
## ModelStratus 7.299e-02
## ModelSTS 7.347e-02
## ModelSTS-V 1.070e-01
## ModelSuburban -3.706e-01
## ModelSunbird 3.638e-01
## ModelSundance 3.038e-01
## ModelSunfire -2.095e-01
## ModelSuperamerica NA
## ModelSupersports Convertible ISR -6.095e-01
## ModelSupra 2.279e+00
## ModelSVX -2.668e-02
## ModelSwift -3.896e-01
## ModelSX4 -3.407e-01
## ModelSyclone 3.651e-01
## ModelT100 5.751e-01
## ModelTacoma 2.055e-01
## ModelTahoe -3.809e-01
## ModelTahoe Hybrid -5.142e-01
## ModelTahoe Limited/Z71 -7.474e-01
## ModelTaurus -1.219e-01
## ModelTaurus X 7.886e-03
## ModeltC 1.491e-01
## ModelTC 8.496e-02
## ModelTempo 1.635e-01
## ModelTercel 4.361e-01
## ModelTerrain -3.256e-01
## ModelTerraza 2.910e-01
## ModelThunderbird 9.781e-02
## ModelTiburon -1.520e-01
## ModelTiguan 2.176e-01
## ModelTitan -7.120e-03
## ModelTL -2.133e-01
## ModelTLX -2.549e-01
## ModelToronado NA
## ModelTorrent 2.132e-01
## ModelTouareg 5.270e-01
## ModelTouareg 2 4.333e-01
## ModelTown and Country 3.082e-01
## ModelTown Car NA
## ModelTracker -8.709e-01
## ModelTrailBlazer -7.787e-01
## ModelTrailBlazer EXT -7.072e-01
## ModelTrans Sport 7.798e-02
## ModelTransit Connect -3.814e-02
## ModelTransit Wagon 1.414e-01
## ModelTraverse -7.009e-01
## ModelTrax -9.320e-01
## ModelTribeca 2.142e-01
## ModelTribute 3.954e-01
## ModelTribute Hybrid 4.854e-01
## ModelTruck 2.766e-01
## ModelTSX -2.633e-01
## ModelTSX Sport Wagon -2.274e-01
## ModelTT 3.858e-01
## ModelTT RS 4.778e-01
## ModelTTS 4.299e-01
## ModelTucson -1.058e-01
## ModelTundra 1.989e-01
## ModelTyphoon 5.548e-01
## ModelUplander -8.174e-01
## ModelV12 Vanquish 2.211e-01
## ModelV12 Vantage -5.727e-02
## ModelV12 Vantage S -3.126e-01
## ModelV40 1.057e-01
## ModelV50 9.384e-02
## ModelV60 1.971e-01
## ModelV60 Cross Country -1.246e-01
## ModelV70 1.524e-01
## ModelV8 -2.720e-02
## ModelV8 Vantage -4.327e-01
## ModelV90 -1.464e-01
## ModelVan 2.253e-01
## ModelVanagon 3.168e-01
## ModelVandura -4.003e-01
## ModelVanquish 1.471e-01
## ModelVanwagon NA
## ModelVeloster -2.955e-01
## ModelVenture -6.726e-01
## ModelVenza 3.967e-01
## ModelVeracruz 5.401e-02
## ModelVerano NA
## ModelVerona -1.448e-01
## ModelVersa -3.918e-01
## ModelVersa Note -2.994e-01
## ModelVeyron 16.4 NA
## ModelVibe NA
## ModelVigor -3.402e-01
## ModelViper 3.510e-01
## ModelVirage NA
## ModelVitara -1.308e-01
## ModelVoyager 5.173e-02
## ModelWindstar 1.511e-01
## ModelWindstar Cargo NA
## ModelWraith NA
## ModelWRX 1.165e-02
## ModelX-90 1.344e-01
## ModelX1 -4.313e-01
## ModelX3 -2.533e-01
## ModelX4 -2.018e-01
## ModelX5 -4.803e-02
## ModelX5 M -1.069e-01
## ModelX6 4.297e-02
## ModelX6 M -7.302e-02
## ModelxA -1.071e-01
## ModelxB 3.172e-02
## ModelXC -2.449e-02
## ModelXC60 -1.031e-01
## ModelXC70 -1.608e-01
## ModelXC90 NA
## ModelxD NA
## ModelXG300 3.319e-02
## ModelXG350 NA
## ModelXL-7 3.432e-02
## ModelXL7 NA
## ModelXLR 4.268e-01
## ModelXLR-V 2.734e-01
## ModelXT 2.066e-01
## ModelXT5 -4.179e-01
## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
## ModelYaris -2.806e-02
## ModelYaris iA NA
## ModelYukon -3.960e-02
## ModelYukon Denali -2.451e-01
## ModelYukon Hybrid 5.361e-02
## ModelYukon XL NA
## ModelZ3 2.072e-01
## ModelZ4 2.297e-01
## ModelZ4 M 1.667e-01
## ModelZ8 1.171e+00
## ModelZDX NA
## Year1991 -1.608e-03
## Year1992 -1.178e-02
## Year1993 2.650e-03
## Year1994 3.451e-03
## Year1995 4.205e-02
## Year1996 1.014e-01
## Year1997 1.182e-01
## Year1998 1.882e-01
## Year1999 2.656e-01
## Year2000 2.981e-01
## Year2001 2.384e+00
## Year2002 2.401e+00
## Year2003 2.441e+00
## Year2004 2.442e+00
## Year2005 2.456e+00
## Year2006 2.451e+00
## Year2007 2.462e+00
## Year2008 2.491e+00
## Year2009 2.517e+00
## Year2010 2.528e+00
## Year2011 2.536e+00
## Year2012 2.552e+00
## Year2013 2.575e+00
## Year2014 2.592e+00
## Year2015 2.611e+00
## Year2016 2.622e+00
## Year2017 2.629e+00
## Engine.Fuel.Typediesel 1.750e-01
## Engine.Fuel.Typeelectric 7.293e-01
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85) 6.828e-02
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85) 3.524e-02
## Engine.Fuel.Typeflex-fuel (unleaded/E85) 3.087e-02
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) 2.267e-01
## Engine.Fuel.Typenatural gas 3.240e-01
## Engine.Fuel.Typepremium unleaded (recommended) 6.192e-02
## Engine.Fuel.Typepremium unleaded (required) 3.860e-02
## Engine.Fuel.Typeregular unleaded 2.386e-02
## Engine.HP 1.462e-03
## Engine.Cylinders 8.093e-03
## Transmission.TypeAUTOMATIC -9.579e-03
## Transmission.TypeDIRECT_DRIVE -7.425e-02
## Transmission.TypeMANUAL -6.543e-02
## Transmission.TypeUNKNOWN 8.096e-02
## Driven_Wheelsfour wheel drive 2.180e-02
## Driven_Wheelsfront wheel drive -6.040e-02
## Driven_Wheelsrear wheel drive -6.039e-02
## Number.of.Doors2 -1.155e-01
## Number.of.Doors3 -7.937e-02
## Number.of.Doors4 -5.554e-02
## Market.CategoryCrossover,Diesel 4.960e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 2.663e-02
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance 5.670e-01
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 5.487e-01
## Market.CategoryCrossover,Factory Tuner,Performance 6.338e-02
## Market.CategoryCrossover,Flex Fuel 3.889e-03
## Market.CategoryCrossover,Flex Fuel,Luxury 3.270e-01
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance 4.252e-01
## Market.CategoryCrossover,Flex Fuel,Performance 1.291e-01
## Market.CategoryCrossover,Hatchback 1.677e-02
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 2.370e-01
## Market.CategoryCrossover,Hatchback,Luxury NA
## Market.CategoryCrossover,Hatchback,Performance 1.492e-01
## Market.CategoryCrossover,Hybrid 1.667e-01
## Market.CategoryCrossover,Luxury 3.513e-01
## Market.CategoryCrossover,Luxury,Diesel 3.443e-01
## Market.CategoryCrossover,Luxury,High-Performance 5.867e-01
## Market.CategoryCrossover,Luxury,Hybrid 5.336e-01
## Market.CategoryCrossover,Luxury,Performance 3.828e-01
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
## Market.CategoryCrossover,Performance 3.187e-02
## Market.CategoryDiesel -1.402e-02
## Market.CategoryDiesel,Luxury -1.779e-02
## Market.CategoryExotic,Factory Tuner,High-Performance 3.910e-01
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance 2.068e-02
## Market.CategoryExotic,Factory Tuner,Luxury,Performance 6.450e-03
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance -3.634e-02
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance -9.796e-02
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## Market.CategoryExotic,Luxury -3.166e-02
## Market.CategoryExotic,Luxury,High-Performance -6.754e-02
## Market.CategoryExotic,Luxury,Performance NA
## Market.CategoryExotic,Performance NA
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## Market.CategoryFlex Fuel,Hybrid 1.441e-01
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## Market.CategoryFlex Fuel,Luxury,High-Performance 3.282e-02
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## Market.CategoryHatchback,Factory Tuner,High-Performance 2.426e-01
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance 2.425e-01
## Market.CategoryHatchback,Factory Tuner,Performance 1.308e-01
## Market.CategoryHatchback,Flex Fuel -1.270e-02
## Market.CategoryHatchback,Hybrid NA
## Market.CategoryHatchback,Luxury 8.973e-02
## Market.CategoryHatchback,Luxury,Hybrid NA
## Market.CategoryHatchback,Luxury,Performance 1.032e-01
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## Market.CategoryLuxury,High-Performance,Hybrid 4.269e-02
## Market.CategoryLuxury,Hybrid 3.714e-02
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## Market.CategoryLuxury,Performance,Hybrid 1.437e-02
## Market.CategoryN/A -4.439e-02
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## Vehicle.SizeLarge 2.900e-02
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## Vehicle.Style2dr SUV -7.611e-02
## Vehicle.Style4dr Hatchback -2.514e-02
## Vehicle.Style4dr SUV -6.004e-02
## Vehicle.StyleCargo Minivan -9.977e-02
## Vehicle.StyleCargo Van -3.174e-02
## Vehicle.StyleConvertible 1.946e-01
## Vehicle.StyleConvertible SUV NA
## Vehicle.StyleCoupe 7.443e-02
## Vehicle.StyleCrew Cab Pickup 1.451e-01
## Vehicle.StyleExtended Cab Pickup 5.336e-02
## Vehicle.StylePassenger Minivan 2.013e-02
## Vehicle.StylePassenger Van NA
## Vehicle.StyleRegular Cab Pickup NA
## Vehicle.StyleSedan -1.272e-02
## Vehicle.StyleWagon NA
## highway.MPG -1.491e-05
## city.mpg -1.079e-03
## Popularity NA
## Std. Error
## (Intercept) 1.051e-01
## MakeAlfa Romeo 9.674e-02
## MakeAston Martin 8.870e-02
## MakeAudi 1.629e-01
## MakeBentley 9.220e-02
## MakeBMW 9.019e-02
## MakeBugatti 9.355e-02
## MakeBuick 6.724e-02
## MakeCadillac 8.983e-02
## MakeChevrolet 9.242e-02
## MakeChrysler 1.838e-01
## MakeDodge 1.898e-01
## MakeFerrari 1.103e-01
## MakeFIAT 5.559e-02
## MakeFord 9.170e-02
## MakeGenesis 1.075e-01
## MakeGMC 7.002e-02
## MakeHonda 7.452e-02
## MakeHUMMER 1.197e-01
## MakeHyundai 8.129e-02
## MakeInfiniti 1.085e-01
## MakeKia 5.401e-02
## MakeLamborghini 7.411e-02
## MakeLand Rover 9.222e-02
## MakeLexus 1.010e-01
## MakeLincoln 1.019e-01
## MakeLotus 8.148e-02
## MakeMaserati 1.777e-01
## MakeMaybach 6.929e-02
## MakeMazda 7.963e-02
## MakeMcLaren 8.969e-02
## MakeMercedes-Benz 8.283e-02
## MakeMitsubishi 1.224e-01
## MakeNissan 6.790e-02
## MakeOldsmobile 8.381e-02
## MakePlymouth 1.869e-01
## MakePontiac 6.928e-02
## MakePorsche 9.005e-02
## MakeRolls-Royce 8.715e-02
## MakeSaab 1.000e-01
## MakeScion 7.029e-02
## MakeSpyker 8.893e-02
## MakeSubaru 5.827e-02
## MakeSuzuki 4.968e-02
## MakeTesla 9.185e-02
## MakeToyota 8.914e-02
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## Model2 Series 3.918e-02
## Model200 1.832e-01
## Model200SX 6.084e-02
## Model240 1.410e-01
## Model240SX 5.929e-02
## Model3 5.829e-02
## Model3 Series 3.292e-02
## Model3 Series Gran Turismo 5.235e-02
## Model300 1.850e-01
## Model300-Class 1.133e-01
## Model3000GT 1.258e-01
## Model300M 1.932e-01
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## Model458 Italia 1.007e-01
## Model4C NA
## Model4Runner 7.321e-02
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## Model500-Class 1.167e-01
## Model500e 1.124e-01
## Model500L 6.462e-02
## Model500X NA
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## Model62 NA
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## Model900 3.972e-02
## Model9000 NA
## Model911 2.924e-02
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## Model960 1.421e-01
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## ModelA4 1.763e-01
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## ModelA6 1.765e-01
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## ModelAcclaim 2.027e-01
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## ModelAccord Plug-In Hybrid 1.044e-01
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## ModelAerostar 6.504e-02
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## ModelAllante 7.755e-02
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## Modelallroad quattro 1.299e-01
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## ModelAmanti 8.752e-02
## ModelAMG GT 7.663e-02
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## ModelAviator 7.365e-02
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## ModelAztek 7.622e-02
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## ModelB-Series Pickup 6.756e-02
## ModelB-Series Truck 6.275e-02
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## ModelBeetle Convertible 2.035e-01
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## ModelBlack Diamond Avalanche 9.677e-02
## ModelBlackwood 1.056e-01
## ModelBlazer 7.949e-02
## ModelBolt EV 1.336e-01
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## ModelC36 AMG 1.294e-01
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## ModelC70 1.408e-01
## ModelC8 NA
## ModelCabrio 2.061e-01
## ModelCabriolet 1.847e-01
## ModelCadenza 6.880e-02
## ModelCaliber 1.925e-01
## ModelCalifornia 1.032e-01
## ModelCalifornia T 1.258e-01
## ModelCamaro 7.284e-02
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## ModelCanyon 4.124e-02
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## ModelCatera 5.678e-02
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## ModelCelebrity 1.129e-01
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## ModelChevy Van 1.116e-01
## ModelCiera 7.773e-02
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## ModelCL 9.392e-02
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## ModelCLA-Class 1.097e-01
## ModelClassic 1.012e-01
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## ModelContinental Flying Spur 1.171e-01
## ModelContinental Flying Spur Speed 1.312e-01
## ModelContinental GT 1.018e-01
## ModelContinental GT Speed 1.214e-01
## ModelContinental GT Speed Convertible 1.505e-01
## ModelContinental GTC 1.101e-01
## ModelContinental GTC Speed 1.498e-01
## ModelContinental Supersports 1.315e-01
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## ModelContour 9.830e-02
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## ModelCorniche 1.185e-01
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## ModelDakota 1.915e-01
## ModelDart 1.911e-01
## ModelDawn 1.012e-01
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## ModelDB9 7.354e-02
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## ModelDeVille 4.163e-02
## ModelDiablo 9.740e-02
## ModelDiamante 1.284e-01
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## ModelDTS 3.662e-02
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## ModelE-Series Wagon 9.664e-02
## ModelE55 AMG 1.281e-01
## ModelECHO 7.254e-02
## ModelEclipse 1.284e-01
## ModelEclipse Spyder 1.309e-01
## ModelEdge 9.132e-02
## ModelEighty-Eight 6.106e-02
## ModelEighty-Eight Royale 5.361e-02
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## ModelElantra Coupe 6.481e-02
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## ModelElantra Touring 6.197e-02
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## ModelElectra 6.781e-02
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## ModelEncore 6.328e-02
## ModelEndeavor 1.219e-01
## ModelEntourage 1.078e-01
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## ModelES 300h 8.075e-02
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## ModelEscape Hybrid 9.574e-02
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## ModelEvora 6.347e-02
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## ModelEX 1.478e-01
## ModelEX35 1.483e-01
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## ModelExige NA
## ModelExpedition 1.008e-01
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## ModelExplorer Sport Trac 8.633e-02
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## ModelF430 9.279e-02
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## ModelG80 NA
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## ModelMontero Sport 1.262e-01
## ModelMP4-12C NA
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## ModelMR2 Spyder 7.764e-02
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## ModelMurano 5.368e-02
## ModelMurano CrossCabriolet 7.561e-02
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## ModelMustang SVT Cobra 1.019e-01
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## ModelNew Yorker 2.031e-01
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## ModelNitro 1.856e-01
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## ModelNX 7.177e-02
## ModelNX 200t 1.424e-01
## ModelNX 300h 1.543e-01
## ModelOdyssey 8.771e-02
## ModelOptima 6.469e-02
## ModelOptima Hybrid 7.907e-02
## ModelOutback 4.134e-02
## ModelOutlander 1.224e-01
## ModelOutlander Sport 1.212e-01
## ModelPacifica 1.834e-01
## ModelPanamera NA
## ModelPark Avenue 5.124e-02
## ModelPark Ward 1.181e-01
## ModelPaseo 8.685e-02
## ModelPassat 2.039e-01
## ModelPassport 6.113e-02
## ModelPathfinder 5.409e-02
## ModelPhaeton 2.328e-01
## ModelPhantom 8.621e-02
## ModelPhantom Coupe 9.634e-02
## ModelPhantom Drophead Coupe 9.658e-02
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## ModelPilot 7.113e-02
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## ModelPrelude 6.132e-02
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## ModelPrizm 9.261e-02
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## ModelQ40 1.101e-01
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## ModelQ5 1.222e-01
## ModelQ50 6.925e-02
## ModelQ60 Convertible 7.891e-02
## ModelQ60 Coupe 7.203e-02
## ModelQ7 1.220e-01
## ModelQ70 6.879e-02
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## ModelQuest 8.453e-02
## ModelQX 8.822e-02
## ModelQX4 9.117e-02
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## ModelR32 2.136e-01
## ModelR8 1.771e-01
## ModelRabbit 2.051e-01
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## ModelRamcharger 2.025e-01
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## ModelRange Rover Evoque 1.295e-01
## ModelRange Rover Sport NA
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## ModelRC F 8.299e-02
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## ModelRegal 3.584e-02
## ModelRegency 9.952e-02
## ModelRendezvous 8.089e-02
## ModelReno 6.240e-02
## ModelRidgeline 5.388e-02
## ModelRio 6.337e-02
## ModelRiviera 6.674e-02
## ModelRL 9.058e-02
## ModelRLX 9.082e-02
## ModelRoadmaster 5.641e-02
## ModelRogue 5.519e-02
## ModelRogue Select 6.641e-02
## ModelRondo 6.544e-02
## ModelRoutan 2.071e-01
## ModelRS 4 1.866e-01
## ModelRS 5 1.817e-01
## ModelRS 7 1.962e-01
## ModelRSX 9.608e-02
## ModelRX 300 1.471e-01
## ModelRX 330 1.465e-01
## ModelRX 350 1.430e-01
## ModelRX 400h 1.523e-01
## ModelRX 450h 1.519e-01
## ModelRX-7 1.185e-01
## ModelRX-8 6.615e-02
## ModelS-10 8.195e-02
## ModelS-10 Blazer 8.887e-02
## ModelS-15 6.198e-02
## ModelS-15 Jimmy 5.611e-02
## ModelS-Class 1.068e-01
## ModelS2000 NA
## ModelS3 1.790e-01
## ModelS4 1.782e-01
## ModelS40 1.366e-01
## ModelS5 1.798e-01
## ModelS6 1.803e-01
## ModelS60 1.322e-01
## ModelS60 Cross Country 1.574e-01
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## ModelS70 1.360e-01
## ModelS8 1.809e-01
## ModelS80 1.351e-01
## ModelS90 1.361e-01
## ModelSafari 9.442e-02
## ModelSafari Cargo 9.975e-02
## ModelSamurai 8.314e-02
## ModelSanta Fe 7.984e-02
## ModelSanta Fe Sport 8.019e-02
## ModelSavana 4.853e-02
## ModelSavana Cargo 7.760e-02
## ModelSC 300 1.061e-01
## ModelSC 400 8.547e-02
## ModelSC 430 NA
## ModelScoupe 6.897e-02
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## ModelSentra 4.453e-02
## ModelSephia 7.201e-02
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## ModelShelby GT350 1.079e-01
## ModelShelby GT500 1.064e-01
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## ModelSierra 1500 Classic 4.253e-02
## ModelSierra 1500 Hybrid 5.929e-02
## ModelSierra 1500HD 5.659e-02
## ModelSierra Classic 1500 7.068e-02
## ModelSilhouette 9.123e-02
## ModelSilver Seraph 1.185e-01
## ModelSilverado 1500 6.807e-02
## ModelSilverado 1500 Classic 7.516e-02
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## ModelSLC-Class 1.212e-01
## ModelSLK-Class 1.084e-01
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## ModelSLS AMG GT NA
## ModelSLX 1.028e-01
## ModelSolstice 4.234e-02
## ModelSonata 5.803e-02
## ModelSonata Hybrid 7.564e-02
## ModelSonic 7.346e-02
## ModelSonoma 4.977e-02
## ModelSorento 3.089e-02
## ModelSoul 6.352e-02
## ModelSoul EV 1.026e-01
## ModelSpark 7.632e-02
## ModelSpark EV 1.072e-01
## ModelSpectra 6.331e-02
## ModelSpirit 2.047e-01
## ModelSportage NA
## ModelSportvan 9.841e-02
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## ModelSQ5 1.342e-01
## ModelSRT Viper 2.116e-01
## ModelSRX 1.319e-01
## ModelSS 8.741e-02
## ModelSSR 9.909e-02
## ModelStanza 7.139e-02
## ModelStealth 2.016e-01
## ModelStratus 1.953e-01
## ModelSTS 3.649e-02
## ModelSTS-V 5.796e-02
## ModelSuburban 5.264e-02
## ModelSunbird 5.371e-02
## ModelSundance 1.991e-01
## ModelSunfire 5.297e-02
## ModelSuperamerica NA
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## ModelSupra 8.152e-02
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## ModelSwift 7.239e-02
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## ModelTahoe 6.533e-02
## ModelTahoe Hybrid 8.967e-02
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## ModelTaurus X 8.603e-02
## ModeltC 4.285e-02
## ModelTC 2.183e-01
## ModelTempo 1.009e-01
## ModelTercel 7.754e-02
## ModelTerrain 5.639e-02
## ModelTerraza 8.673e-02
## ModelThunderbird 1.005e-01
## ModelTiburon 5.900e-02
## ModelTiguan 1.971e-01
## ModelTitan 4.142e-02
## ModelTL 8.825e-02
## ModelTLX 8.888e-02
## ModelToronado NA
## ModelTorrent 7.636e-02
## ModelTouareg 1.980e-01
## ModelTouareg 2 1.932e-01
## ModelTown and Country 1.892e-01
## ModelTown Car NA
## ModelTracker 7.956e-02
## ModelTrailBlazer 7.175e-02
## ModelTrailBlazer EXT 7.728e-02
## ModelTrans Sport 9.024e-02
## ModelTransit Connect 6.262e-02
## ModelTransit Wagon 9.567e-02
## ModelTraverse 8.142e-02
## ModelTrax 8.204e-02
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## ModelTribute 6.839e-02
## ModelTribute Hybrid 8.212e-02
## ModelTruck 5.253e-02
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## ModelV50 1.371e-01
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## ModelV60 Cross Country 5.485e-02
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## ModelV90 1.602e-01
## ModelVan 1.128e-01
## ModelVanagon 2.113e-01
## ModelVandura 8.673e-02
## ModelVanquish 6.985e-02
## ModelVanwagon NA
## ModelVeloster 6.392e-02
## ModelVenture 1.119e-01
## ModelVenza 8.104e-02
## ModelVeracruz 8.014e-02
## ModelVerano NA
## ModelVerona 6.954e-02
## ModelVersa 4.682e-02
## ModelVersa Note 4.739e-02
## ModelVeyron 16.4 NA
## ModelVibe NA
## ModelVigor 1.007e-01
## ModelViper 1.942e-01
## ModelVirage NA
## ModelVitara 5.788e-02
## ModelVoyager 1.959e-01
## ModelWindstar 6.255e-02
## ModelWindstar Cargo NA
## ModelWraith NA
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## ModelX-90 6.902e-02
## ModelX1 1.359e-01
## ModelX3 1.339e-01
## ModelX4 1.361e-01
## ModelX5 1.332e-01
## ModelX5 M 1.429e-01
## ModelX6 1.348e-01
## ModelX6 M 1.429e-01
## ModelxA 5.085e-02
## ModelxB 4.524e-02
## ModelXC 9.840e-02
## ModelXC60 2.904e-02
## ModelXC70 4.389e-02
## ModelXC90 NA
## ModelxD NA
## ModelXG300 1.021e-01
## ModelXG350 NA
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## ModelXL7 NA
## ModelXLR 4.758e-02
## ModelXLR-V 5.465e-02
## ModelXT 9.084e-02
## ModelXT5 1.375e-01
## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
## ModelYaris 6.601e-02
## ModelYaris iA NA
## ModelYukon 3.142e-02
## ModelYukon Denali 1.130e-01
## ModelYukon Hybrid 7.601e-02
## ModelYukon XL NA
## ModelZ3 5.027e-02
## ModelZ4 4.009e-02
## ModelZ4 M 6.873e-02
## ModelZ8 1.162e-01
## ModelZDX NA
## Year1991 1.704e-02
## Year1992 2.054e-02
## Year1993 2.151e-02
## Year1994 2.362e-02
## Year1995 2.665e-02
## Year1996 2.941e-02
## Year1997 3.042e-02
## Year1998 3.194e-02
## Year1999 3.423e-02
## Year2000 3.586e-02
## Year2001 3.784e-02
## Year2002 3.893e-02
## Year2003 3.957e-02
## Year2004 4.018e-02
## Year2005 4.075e-02
## Year2006 4.176e-02
## Year2007 4.257e-02
## Year2008 4.293e-02
## Year2009 4.332e-02
## Year2010 4.368e-02
## Year2011 4.400e-02
## Year2012 4.421e-02
## Year2013 4.456e-02
## Year2014 4.467e-02
## Year2015 4.473e-02
## Year2016 4.476e-02
## Year2017 4.477e-02
## Engine.Fuel.Typediesel 6.992e-02
## Engine.Fuel.Typeelectric 1.411e-01
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85) 7.877e-02
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85) 7.247e-02
## Engine.Fuel.Typeflex-fuel (unleaded/E85) 6.529e-02
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) 8.026e-02
## Engine.Fuel.Typenatural gas 1.096e-01
## Engine.Fuel.Typepremium unleaded (recommended) 6.509e-02
## Engine.Fuel.Typepremium unleaded (required) 6.531e-02
## Engine.Fuel.Typeregular unleaded 6.470e-02
## Engine.HP 5.073e-05
## Engine.Cylinders 2.623e-03
## Transmission.TypeAUTOMATIC 7.379e-03
## Transmission.TypeDIRECT_DRIVE 7.588e-02
## Transmission.TypeMANUAL 6.883e-03
## Transmission.TypeUNKNOWN 2.697e-02
## Driven_Wheelsfour wheel drive 6.574e-03
## Driven_Wheelsfront wheel drive 4.484e-03
## Driven_Wheelsrear wheel drive 5.598e-03
## Number.of.Doors2 5.155e-02
## Number.of.Doors3 5.337e-02
## Number.of.Doors4 4.983e-02
## Market.CategoryCrossover,Diesel 7.217e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 1.236e-01
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance 1.034e-01
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 1.217e-01
## Market.CategoryCrossover,Factory Tuner,Performance 6.701e-02
## Market.CategoryCrossover,Flex Fuel 2.465e-02
## Market.CategoryCrossover,Flex Fuel,Luxury 1.137e-01
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance 1.352e-01
## Market.CategoryCrossover,Flex Fuel,Performance 4.692e-02
## Market.CategoryCrossover,Hatchback 5.908e-02
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 7.704e-02
## Market.CategoryCrossover,Hatchback,Luxury NA
## Market.CategoryCrossover,Hatchback,Performance 7.667e-02
## Market.CategoryCrossover,Hybrid 3.156e-02
## Market.CategoryCrossover,Luxury 9.983e-02
## Market.CategoryCrossover,Luxury,Diesel 1.009e-01
## Market.CategoryCrossover,Luxury,High-Performance 1.076e-01
## Market.CategoryCrossover,Luxury,Hybrid 1.110e-01
## Market.CategoryCrossover,Luxury,Performance 1.003e-01
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
## Market.CategoryCrossover,Performance 1.685e-02
## Market.CategoryDiesel 4.869e-02
## Market.CategoryDiesel,Luxury 8.152e-02
## Market.CategoryExotic,Factory Tuner,High-Performance 5.232e-02
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance 5.354e-02
## Market.CategoryExotic,Factory Tuner,Luxury,Performance 1.014e-01
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance 9.558e-02
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance 7.424e-02
## Market.CategoryExotic,High-Performance 4.567e-02
## Market.CategoryExotic,Luxury 5.715e-02
## Market.CategoryExotic,Luxury,High-Performance 5.343e-02
## Market.CategoryExotic,Luxury,Performance NA
## Market.CategoryExotic,Performance NA
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## Market.CategoryFactory Tuner,Luxury,Performance 8.092e-02
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## Market.CategoryFlex Fuel,Hybrid 8.033e-02
## Market.CategoryFlex Fuel,Luxury 8.115e-02
## Market.CategoryFlex Fuel,Luxury,High-Performance 7.979e-02
## Market.CategoryFlex Fuel,Luxury,Performance 7.948e-02
## Market.CategoryFlex Fuel,Performance 4.821e-02
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## Market.CategoryHatchback,Factory Tuner,High-Performance 8.229e-02
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance 8.855e-02
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## Market.CategoryHatchback,Hybrid NA
## Market.CategoryHatchback,Luxury 8.230e-02
## Market.CategoryHatchback,Luxury,Hybrid NA
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## Vehicle.StylePassenger Van NA
## Vehicle.StyleRegular Cab Pickup NA
## Vehicle.StyleSedan 1.004e-02
## Vehicle.StyleWagon NA
## highway.MPG 2.742e-04
## city.mpg 1.058e-03
## Popularity NA
## t value
## (Intercept) 74.947
## MakeAlfa Romeo 2.010
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## MakeAudi -3.471
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## MakeBugatti 22.670
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## Model575M -0.795
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## Model6 6.366
## Model6 Series 15.461
## Model6 Series Gran Coupe 13.439
## Model600-Class -10.406
## Model6000 4.739
## Model612 Scaglietti 0.795
## Model62 NA
## Model626 5.988
## Model7 Series 15.515
## Model718 Cayman -5.559
## Model740 0.406
## Model760 0.009
## Model780 -0.379
## Model8 Series 11.267
## Model80 1.392
## Model850 -1.038
## Model86 1.724
## Model9-2X 2.982
## Model9-3 8.925
## Model9-3 Griffin 6.932
## Model9-4X 0.815
## Model9-5 9.118
## Model9-7X 8.152
## Model90 0.942
## Model900 1.041
## Model9000 NA
## Model911 1.581
## Model928 2.670
## Model929 3.651
## Model940 0.189
## Model944 -8.480
## Model960 -0.848
## Model968 -3.926
## ModelA3 1.948
## ModelA4 2.408
## ModelA4 allroad 2.392
## ModelA5 2.541
## ModelA6 3.498
## ModelA7 4.182
## ModelA8 4.771
## ModelAcadia -3.953
## ModelAcadia Limited -1.323
## ModelAccent -7.669
## ModelAcclaim 1.254
## ModelAccord -2.768
## ModelAccord Crosstour -0.549
## ModelAccord Hybrid -2.573
## ModelAccord Plug-In Hybrid 0.824
## ModelAchieva -0.739
## ModelActiveHybrid 5 3.048
## ModelActiveHybrid 7 5.923
## ModelActiveHybrid X6 4.700
## ModelAerio -5.536
## ModelAerostar -0.387
## ModelAlero -0.544
## ModelAllante -8.244
## Modelallroad 2.724
## Modelallroad quattro 1.112
## ModelAlpina 8.219
## ModelALPINA B6 Gran Coupe 7.249
## ModelALPINA B7 13.520
## ModelAltima 0.213
## ModelAltima Hybrid -0.497
## ModelAmanti 0.291
## ModelAMG GT -5.602
## ModelArmada 11.142
## ModelArnage -3.306
## ModelAspen 1.743
## ModelAspire 1.403
## ModelAstro -6.666
## ModelAstro Cargo -6.192
## ModelATS -8.113
## ModelATS Coupe -6.009
## ModelATS-V -3.685
## ModelAurora 3.893
## ModelAvalanche -9.081
## ModelAvalon 6.926
## ModelAvalon Hybrid 6.280
## ModelAvenger -0.229
## ModelAventador 0.190
## ModelAveo -15.807
## ModelAviator -1.590
## ModelAxxess 1.239
## ModelAzera 0.340
## ModelAztek 2.668
## ModelAzure -0.961
## ModelB-Class Electric Drive -11.345
## ModelB-Series 3.612
## ModelB-Series Pickup 9.649
## ModelB-Series Truck 4.347
## ModelB9 Tribeca 8.023
## ModelBaja -1.188
## ModelBeetle 0.482
## ModelBeetle Convertible 0.370
## ModelBeretta -8.058
## ModelBlack Diamond Avalanche -8.417
## ModelBlackwood -0.696
## ModelBlazer -8.678
## ModelBolt EV -7.920
## ModelBonneville 7.920
## ModelBorrego 0.996
## ModelBoxster -10.376
## ModelBravada 4.397
## ModelBreeze 0.177
## ModelBronco 2.628
## ModelBronco II 1.622
## ModelBrooklands -0.471
## ModelBrougham -6.865
## ModelBRZ 0.783
## ModelC-Class -10.110
## ModelC-Max Hybrid -2.625
## ModelC/K 1500 Series -7.170
## ModelC/K 2500 Series -6.576
## ModelC30 -0.911
## ModelC36 AMG -7.505
## ModelC43 AMG -7.082
## ModelC70 1.249
## ModelC8 NA
## ModelCabrio 0.628
## ModelCabriolet 1.244
## ModelCadenza 2.281
## ModelCaliber -0.309
## ModelCalifornia -3.805
## ModelCalifornia T -4.262
## ModelCamaro -12.940
## ModelCamry 4.454
## ModelCamry Hybrid 2.169
## ModelCamry Solara 4.675
## ModelCanyon -14.076
## ModelCaprice -10.159
## ModelCaptiva Sport -9.194
## ModelCaravan 0.325
## ModelCarrera GT 9.674
## ModelCascada 3.195
## ModelCatera -9.395
## ModelCavalier -13.495
## ModelCayenne -4.565
## ModelCayman -7.507
## ModelCayman S -2.016
## ModelCC 1.576
## ModelCelebrity -6.312
## ModelCelica 3.882
## ModelCentury 1.283
## ModelChallenger -0.134
## ModelCharger -0.002
## ModelChevy Van -8.227
## ModelCiera -0.127
## ModelCirrus 0.533
## ModelCity Express -7.375
## ModelCivic -6.560
## ModelCivic CRX 1.381
## ModelCivic del Sol -0.602
## ModelCL -2.767
## ModelCL-Class -2.459
## ModelCLA-Class -11.231
## ModelClassic -8.693
## ModelCLK-Class -7.683
## ModelCLS-Class -7.017
## ModelCobalt -14.585
## ModelColorado -14.167
## ModelColt 1.521
## ModelConcorde 1.135
## ModelContinental 0.800
## ModelContinental Flying Spur -6.567
## ModelContinental Flying Spur Speed -6.281
## ModelContinental GT -7.436
## ModelContinental GT Speed -6.508
## ModelContinental GT Speed Convertible -5.451
## ModelContinental GTC -7.039
## ModelContinental GTC Speed -4.938
## ModelContinental Supersports -4.014
## ModelContinental Supersports Convertible -4.423
## ModelContour -0.982
## ModelContour SVT 0.024
## ModelCorniche 6.208
## ModelCorolla 2.320
## ModelCorolla iM 0.734
## ModelCorrado 0.826
## ModelCorsica -6.784
## ModelCorvette -7.186
## ModelCorvette Stingray -7.037
## ModelCoupe -0.364
## ModelCR-V -1.407
## ModelCR-Z -2.546
## ModelCressida 3.094
## ModelCrossfire 2.402
## ModelCrosstour -0.858
## ModelCrosstrek 0.041
## ModelCrown Victoria 0.598
## ModelCruze -13.633
## ModelCruze Limited -13.237
## ModelCT 200h -3.786
## ModelCT6 3.588
## ModelCTS -0.668
## ModelCTS Coupe -5.077
## ModelCTS Wagon -3.227
## ModelCTS-V -2.956
## ModelCTS-V Coupe -4.052
## ModelCTS-V Wagon -2.580
## ModelCube -3.632
## ModelCustom Cruiser -0.039
## ModelCutlass -1.505
## ModelCutlass Calais 2.791
## ModelCutlass Ciera 1.829
## ModelCutlass Supreme -0.658
## ModelCX-3 4.319
## ModelCX-5 5.758
## ModelCX-7 6.330
## ModelCX-9 7.494
## ModelDakota 0.301
## ModelDart -0.328
## ModelDawn 0.829
## ModelDaytona 1.227
## ModelDB7 -1.568
## ModelDB9 -2.479
## ModelDB9 GT -1.558
## ModelDBS 3.728
## ModelDefender 31.320
## ModelDeVille 2.714
## ModelDiablo 1.243
## ModelDiamante -0.986
## ModelDiscovery -3.888
## ModelDiscovery Series II -3.348
## ModelDiscovery Sport -4.972
## ModelDTS 2.321
## ModelDurango 1.319
## ModelDynasty 1.289
## ModelE-150 -0.951
## ModelE-250 -1.080
## ModelE-Class -8.349
## Modele-Golf -0.252
## ModelE-Series Van 0.700
## ModelE-Series Wagon 1.875
## ModelE55 AMG -6.537
## ModelECHO -3.316
## ModelEclipse -2.376
## ModelEclipse Spyder -2.223
## ModelEdge 0.523
## ModelEighty-Eight -3.036
## ModelEighty-Eight Royale -0.218
## ModelElantra -4.520
## ModelElantra Coupe -4.472
## ModelElantra GT -5.934
## ModelElantra Touring -4.910
## ModelEldorado -3.786
## ModelElectra 2.259
## ModelElement -2.413
## ModelElise -4.963
## ModelEnclave 6.815
## ModelEncore 2.820
## ModelEndeavor -1.399
## ModelEntourage -0.786
## ModelEnvision 5.853
## ModelEnvoy -6.537
## ModelEnvoy XL -5.308
## ModelEnvoy XUV -4.462
## ModelEnzo 5.849
## ModelEos 1.409
## ModelEquator -4.023
## ModelEquinox -9.715
## ModelEquus 3.811
## ModelES 250 -5.026
## ModelES 300 -4.357
## ModelES 300h -3.591
## ModelES 330 -4.932
## ModelES 350 -5.075
## ModelEscalade 4.581
## ModelEscalade ESV 5.859
## ModelEscalade EXT -3.604
## ModelEscalade Hybrid 6.933
## ModelEscape -0.381
## ModelEscape Hybrid 0.804
## ModelEscort -3.711
## ModelEsprit 1.879
## ModelEsteem -4.073
## ModelEuroVan 1.248
## ModelEvora -1.268
## ModelEvora 400 -0.380
## ModelEX -2.763
## ModelEX35 -2.763
## ModelExcel 2.780
## ModelExige NA
## ModelExpedition 3.933
## ModelExplorer 0.240
## ModelExplorer Sport 1.438
## ModelExplorer Sport Trac -1.850
## ModelExpo -1.353
## ModelExpress -9.296
## ModelExpress Cargo -6.082
## ModelF-150 0.030
## ModelF-150 Heritage -0.404
## ModelF-150 SVT Lightning 3.623
## ModelF-250 2.017
## ModelF12 Berlinetta -2.119
## ModelF430 -2.145
## ModelFestiva 2.287
## ModelFF -2.166
## ModelFiesta -3.965
## ModelFirebird 7.166
## ModelFit -8.685
## ModelFit EV -0.251
## ModelFive Hundred -0.347
## ModelFJ Cruiser 3.994
## ModelFleetwood -9.542
## ModelFlex -0.790
## ModelFlying Spur -6.820
## ModelFocus -2.056
## ModelFocus RS -2.015
## ModelFocus ST -2.957
## ModelForenza -5.200
## ModelForester 2.301
## ModelForte -4.021
## ModelFox 1.817
## ModelFR-S 5.432
## ModelFreelander -5.700
## ModelFreestar 0.909
## ModelFreestyle 0.325
## ModelFrontier -4.561
## ModelFusion -0.710
## ModelFusion Hybrid -1.612
## ModelFX -1.413
## ModelFX35 -1.414
## ModelFX45 -0.523
## ModelFX50 -1.746
## ModelG Convertible 1.175
## ModelG Coupe -0.206
## ModelG Sedan -0.217
## ModelG-Class -2.017
## ModelG20 -1.146
## ModelG3 -1.626
## ModelG35 -0.749
## ModelG37 -1.078
## ModelG37 Convertible 1.140
## ModelG37 Coupe -0.117
## ModelG37 Sedan -0.745
## ModelG5 -0.112
## ModelG6 3.956
## ModelG8 1.634
## ModelG80 NA
## ModelGalant -2.202
## ModelGallardo -10.694
## ModelGenesis 0.638
## ModelGenesis Coupe -3.849
## ModelGhibli -1.842
## ModelGhost -0.209
## ModelGhost Series II 0.770
## ModelGL-Class -8.608
## ModelGLA-Class -11.913
## ModelGLC-Class -10.458
## ModelGLE-Class -9.503
## ModelGLE-Class Coupe -8.939
## ModelGLI 0.481
## ModelGLK-Class -11.894
## ModelGLS-Class -7.989
## ModelGolf -0.132
## ModelGolf Alltrack 0.710
## ModelGolf GTI 0.349
## ModelGolf R -0.133
## ModelGolf SportWagen 0.463
## ModelGrand Am 4.603
## ModelGrand Caravan -0.131
## ModelGrand Prix 2.456
## ModelGrand Vitara -3.380
## ModelGrand Voyager -0.279
## ModelGranSport -0.246
## ModelGranTurismo 0.731
## ModelGranTurismo Convertible 0.822
## ModelGS 200t -2.111
## ModelGS 300 -2.458
## ModelGS 350 -3.994
## ModelGS 400 -5.591
## ModelGS 430 -1.377
## ModelGS 450h -0.821
## ModelGS 460 -1.935
## ModelGS F -1.128
## ModelGT 8.366
## ModelGT-R 14.133
## ModelGTI 0.592
## ModelGTO 2.091
## ModelGX 460 -2.550
## ModelGX 470 -1.619
## ModelH3 4.981
## ModelH3T NA
## ModelHHR -11.815
## ModelHighlander 6.018
## ModelHighlander Hybrid 6.032
## ModelHorizon 1.327
## ModelHR-V -3.479
## ModelHS 250h -3.937
## ModelHuracan -8.222
## Modeli-MiEV -4.526
## Modeli3 -3.048
## ModelI30 -2.422
## ModelI35 -0.720
## ModeliA -0.228
## ModelILX -3.816
## ModelILX Hybrid -2.029
## ModeliM 0.683
## ModelImpala -10.965
## ModelImpala Limited -12.456
## ModelImperial 1.147
## ModelImpreza -1.961
## ModelImpreza WRX -0.141
## ModelInsight -2.703
## ModelIntegra -2.731
## ModelIntrepid 0.598
## ModelIntrigue 0.332
## ModeliQ 0.193
## ModelIS 200t -3.994
## ModelIS 250 -5.261
## ModelIS 250 C -4.955
## ModelIS 300 -5.603
## ModelIS 350 -7.017
## ModelIS 350 C -5.375
## ModelIS F -3.652
## ModelJ30 -3.665
## ModelJetta 0.080
## ModelJetta GLI 0.472
## ModelJetta Hybrid 0.163
## ModelJetta SportWagen 0.528
## ModelJimmy -8.473
## ModelJourney 0.432
## ModelJuke -3.018
## ModelJusty 4.006
## ModelJX -1.771
## ModelK900 4.234
## ModelKizashi -0.891
## ModelLaCrosse 4.389
## ModelLancer -3.879
## ModelLancer Evolution -1.699
## ModelLancer Sportback -3.743
## ModelLand Cruiser 9.889
## ModelLaser 0.718
## ModelLe Baron 1.124
## ModelLe Mans 7.839
## ModelLeaf 0.147
## ModelLegacy -0.233
## ModelLegend -4.031
## ModelLeSabre 5.651
## ModelLevante -2.148
## ModelLFA 10.376
## ModelLHS -1.208
## ModelLoyale 3.750
## ModelLR2 -5.434
## ModelLR3 -1.778
## ModelLR4 -3.585
## ModelLS -2.835
## ModelLS 400 -2.973
## ModelLS 430 0.031
## ModelLS 460 0.282
## ModelLS 600h L 3.087
## ModelLSS -1.418
## ModelLTD Crown Victoria -0.242
## ModelLucerne 8.707
## ModelLumina -10.736
## ModelLumina Minivan -5.509
## ModelLX 450 -1.599
## ModelLX 470 3.038
## ModelLX 570 1.138
## ModelM 2.939
## ModelM-Class -9.678
## ModelM2 0.386
## ModelM3 3.241
## ModelM30 -2.546
## ModelM35 2.078
## ModelM37 1.340
## ModelM4 4.262
## ModelM45 2.957
## ModelM5 3.853
## ModelM56 2.341
## ModelM6 9.162
## ModelM6 Gran Coupe 8.075
## ModelMacan -6.537
## ModelMagnum 0.568
## ModelMalibu -11.969
## ModelMalibu Classic -11.307
## ModelMalibu Hybrid -9.356
## ModelMalibu Limited -9.312
## ModelMalibu Maxx -11.691
## ModelMark LT -6.697
## ModelMark VII -8.849
## ModelMark VIII -10.926
## ModelMatrix 2.305
## ModelMaxima 1.594
## ModelMaybach 0.192
## ModelMazdaspeed 3 1.639
## ModelMazdaspeed 6 5.764
## ModelMazdaspeed MX-5 Miata 4.350
## ModelMazdaspeed Protege 2.850
## ModelMDX -3.462
## ModelMetris -10.068
## ModelMetro -9.516
## ModelMighty Max Pickup -0.747
## ModelMillenia 7.455
## ModelMirage -5.128
## ModelMirage G4 -4.503
## ModelMKC -4.214
## ModelMKS -6.839
## ModelMKT -5.027
## ModelMKX -3.976
## ModelMKZ -3.668
## ModelMKZ Hybrid -2.284
## ModelML55 AMG -6.320
## ModelModel S NA
## ModelMonaco 1.030
## ModelMontana 4.500
## ModelMontana SV6 2.653
## ModelMonte Carlo -10.726
## ModelMontero 0.777
## ModelMontero Sport -0.366
## ModelMP4-12C NA
## ModelMPV 4.536
## ModelMR2 4.339
## ModelMR2 Spyder 4.239
## ModelMulsanne -1.759
## ModelMurano 4.249
## ModelMurano CrossCabriolet 5.067
## ModelMurcielago NA
## ModelMustang -2.402
## ModelMustang SVT Cobra 1.492
## ModelMX-3 6.793
## ModelMX-5 Miata 4.842
## ModelMX-6 5.033
## ModelNavajo 7.921
## ModelNavigator 0.987
## ModelNeon -0.372
## ModelNew Beetle 0.213
## ModelNew Yorker 0.353
## ModelNinety-Eight -0.552
## ModelNitro 0.168
## ModelNSX 9.469
## ModelNV200 0.220
## ModelNX 2.965
## ModelNX 200t -5.537
## ModelNX 300h -5.121
## ModelOdyssey 0.335
## ModelOptima -0.314
## ModelOptima Hybrid -0.933
## ModelOutback 4.226
## ModelOutlander -2.489
## ModelOutlander Sport -3.236
## ModelPacifica 1.350
## ModelPanamera NA
## ModelPark Avenue 9.355
## ModelPark Ward 4.451
## ModelPaseo 4.892
## ModelPassat 0.816
## ModelPassport 1.132
## ModelPathfinder 2.468
## ModelPhaeton 4.180
## ModelPhantom 7.189
## ModelPhantom Coupe 6.093
## ModelPhantom Drophead Coupe 5.697
## ModelPickup 7.121
## ModelPilot 0.323
## ModelPrecis 0.023
## ModelPrelude 0.609
## ModelPrevia 3.488
## ModelPrius 5.097
## ModelPrius c 2.929
## ModelPrius Prime 4.179
## ModelPrius v 3.654
## ModelPrizm -10.534
## ModelProbe 0.258
## ModelProtege 3.206
## ModelProtege5 3.227
## ModelProwler 5.137
## ModelPT Cruiser 0.340
## ModelPulsar 2.520
## ModelQ3 0.052
## ModelQ40 -1.910
## ModelQ45 4.479
## ModelQ5 1.304
## ModelQ50 -0.290
## ModelQ60 Convertible 1.619
## ModelQ60 Coupe 0.289
## ModelQ7 1.938
## ModelQ70 2.306
## ModelQuattroporte -0.144
## ModelQuest 1.523
## ModelQX 3.066
## ModelQX4 1.793
## ModelQX50 -3.700
## ModelQX56 3.898
## ModelQX60 -1.967
## ModelQX70 -1.927
## ModelQX80 3.813
## ModelR-Class -10.174
## ModelR32 0.982
## ModelR8 6.961
## ModelRabbit -0.672
## ModelRaider -3.134
## ModelRainier 5.910
## ModelRally Wagon -5.930
## ModelRAM 150 0.705
## ModelRAM 250 0.687
## ModelRam 50 Pickup 1.540
## ModelRam Cargo 0.437
## ModelRam Pickup 1500 0.183
## ModelRam Van -0.020
## ModelRam Wagon 0.191
## ModelRamcharger 0.955
## ModelRange Rover 10.895
## ModelRange Rover Evoque -3.484
## ModelRange Rover Sport NA
## ModelRanger -1.610
## ModelRapide 0.799
## ModelRapide S -1.928
## ModelRAV4 4.974
## ModelRAV4 EV 5.335
## ModelRAV4 Hybrid 2.722
## ModelRC 200t -4.499
## ModelRC 300 -3.982
## ModelRC 350 -6.813
## ModelRC F -5.274
## ModelRDX -5.541
## ModelReatta 0.662
## ModelRegal 2.101
## ModelRegency -1.776
## ModelRendezvous 2.362
## ModelReno -6.244
## ModelRidgeline -4.275
## ModelRio -5.468
## ModelRiviera -1.703
## ModelRL 0.216
## ModelRLX 0.378
## ModelRoadmaster -1.138
## ModelRogue 0.823
## ModelRogue Select -2.364
## ModelRondo -2.414
## ModelRoutan 1.826
## ModelRS 4 3.508
## ModelRS 5 2.401
## ModelRS 7 3.511
## ModelRSX -5.602
## ModelRX 300 -4.187
## ModelRX 330 -4.238
## ModelRX 350 -4.635
## ModelRX 400h -4.586
## ModelRX 450h -4.938
## ModelRX-7 13.635
## ModelRX-8 6.534
## ModelS-10 -11.065
## ModelS-10 Blazer -7.549
## ModelS-15 -5.021
## ModelS-15 Jimmy -4.747
## ModelS-Class -3.826
## ModelS2000 NA
## ModelS3 1.441
## ModelS4 2.039
## ModelS40 0.458
## ModelS5 2.507
## ModelS6 2.737
## ModelS60 1.161
## ModelS60 Cross Country 1.920
## ModelS7 3.128
## ModelS70 -1.000
## ModelS8 4.074
## ModelS80 2.140
## ModelS90 1.829
## ModelSafari -4.498
## ModelSafari Cargo -3.521
## ModelSamurai 2.813
## ModelSanta Fe 0.434
## ModelSanta Fe Sport -0.149
## ModelSavana -6.377
## ModelSavana Cargo -4.731
## ModelSC 300 -4.370
## ModelSC 400 -5.449
## ModelSC 430 NA
## ModelScoupe 1.644
## ModelSebring 1.109
## ModelSedona 1.027
## ModelSentra -3.549
## ModelSephia -2.847
## ModelSequoia 9.498
## ModelSeville 1.512
## ModelShadow 1.344
## ModelShelby GT350 -0.350
## ModelShelby GT500 -1.545
## ModelSidekick 0.699
## ModelSienna 4.496
## ModelSierra 1500 -10.819
## ModelSierra 1500 Classic -12.001
## ModelSierra 1500 Hybrid -9.417
## ModelSierra 1500HD -8.878
## ModelSierra Classic 1500 -0.242
## ModelSilhouette 3.723
## ModelSilver Seraph 3.065
## ModelSilverado 1500 -11.581
## ModelSilverado 1500 Classic -12.031
## ModelSilverado 1500 Hybrid -11.415
## ModelSixty Special -5.220
## ModelSkylark 1.017
## ModelSL-Class -4.966
## ModelSLC-Class -9.069
## ModelSLK-Class -9.387
## ModelSLR McLaren 10.066
## ModelSLS AMG -1.055
## ModelSLS AMG GT NA
## ModelSLX -3.662
## ModelSolstice 2.475
## ModelSonata -1.794
## ModelSonata Hybrid -2.850
## ModelSonic -15.360
## ModelSonoma -11.734
## ModelSorento 4.258
## ModelSoul -4.240
## ModelSoul EV 0.659
## ModelSpark -16.810
## ModelSpark EV -12.115
## ModelSpectra -3.973
## ModelSpirit 1.429
## ModelSportage NA
## ModelSportvan -8.176
## ModelSpyder -0.764
## ModelSQ5 0.272
## ModelSRT Viper 2.345
## ModelSRX -3.434
## ModelSS -9.088
## ModelSSR -4.943
## ModelStanza 2.962
## ModelStealth 1.091
## ModelStratus 0.374
## ModelSTS 2.013
## ModelSTS-V 1.846
## ModelSuburban -7.039
## ModelSunbird 6.773
## ModelSundance 1.526
## ModelSunfire -3.955
## ModelSuperamerica NA
## ModelSupersports Convertible ISR -4.052
## ModelSupra 27.957
## ModelSVX -0.338
## ModelSwift -5.383
## ModelSX4 -5.290
## ModelSyclone 3.477
## ModelT100 7.151
## ModelTacoma 3.122
## ModelTahoe -5.830
## ModelTahoe Hybrid -5.735
## ModelTahoe Limited/Z71 -6.316
## ModelTaurus -1.227
## ModelTaurus X 0.092
## ModeltC 3.480
## ModelTC 0.389
## ModelTempo 1.621
## ModelTercel 5.624
## ModelTerrain -5.773
## ModelTerraza 3.355
## ModelThunderbird 0.973
## ModelTiburon -2.576
## ModelTiguan 1.104
## ModelTitan -0.172
## ModelTL -2.417
## ModelTLX -2.867
## ModelToronado NA
## ModelTorrent 2.792
## ModelTouareg 2.662
## ModelTouareg 2 2.243
## ModelTown and Country 1.629
## ModelTown Car NA
## ModelTracker -10.947
## ModelTrailBlazer -10.854
## ModelTrailBlazer EXT -9.151
## ModelTrans Sport 0.864
## ModelTransit Connect -0.609
## ModelTransit Wagon 1.478
## ModelTraverse -8.608
## ModelTrax -11.361
## ModelTribeca 4.066
## ModelTribute 5.781
## ModelTribute Hybrid 5.911
## ModelTruck 5.264
## ModelTSX -2.927
## ModelTSX Sport Wagon -2.446
## ModelTT 2.151
## ModelTT RS 2.562
## ModelTTS 2.362
## ModelTucson -1.315
## ModelTundra 2.920
## ModelTyphoon 6.780
## ModelUplander -7.453
## ModelV12 Vanquish 2.623
## ModelV12 Vantage -0.748
## ModelV12 Vantage S -3.836
## ModelV40 0.758
## ModelV50 0.685
## ModelV60 1.492
## ModelV60 Cross Country -2.272
## ModelV70 1.102
## ModelV8 -0.146
## ModelV8 Vantage -6.496
## ModelV90 -0.914
## ModelVan 1.998
## ModelVanagon 1.499
## ModelVandura -4.615
## ModelVanquish 2.106
## ModelVanwagon NA
## ModelVeloster -4.623
## ModelVenture -6.010
## ModelVenza 4.895
## ModelVeracruz 0.674
## ModelVerano NA
## ModelVerona -2.082
## ModelVersa -8.367
## ModelVersa Note -6.317
## ModelVeyron 16.4 NA
## ModelVibe NA
## ModelVigor -3.379
## ModelViper 1.807
## ModelVirage NA
## ModelVitara -2.260
## ModelVoyager 0.264
## ModelWindstar 2.416
## ModelWindstar Cargo NA
## ModelWraith NA
## ModelWRX 0.177
## ModelX-90 1.948
## ModelX1 -3.174
## ModelX3 -1.892
## ModelX4 -1.482
## ModelX5 -0.361
## ModelX5 M -0.748
## ModelX6 0.319
## ModelX6 M -0.511
## ModelxA -2.106
## ModelxB 0.701
## ModelXC -0.249
## ModelXC60 -3.550
## ModelXC70 -3.663
## ModelXC90 NA
## ModelxD NA
## ModelXG300 0.325
## ModelXG350 NA
## ModelXL-7 0.658
## ModelXL7 NA
## ModelXLR 8.969
## ModelXLR-V 5.002
## ModelXT 2.275
## ModelXT5 -3.038
## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
## ModelYaris -0.425
## ModelYaris iA NA
## ModelYukon -1.260
## ModelYukon Denali -2.168
## ModelYukon Hybrid 0.705
## ModelYukon XL NA
## ModelZ3 4.121
## ModelZ4 5.730
## ModelZ4 M 2.425
## ModelZ8 10.084
## ModelZDX NA
## Year1991 -0.094
## Year1992 -0.573
## Year1993 0.123
## Year1994 0.146
## Year1995 1.578
## Year1996 3.446
## Year1997 3.886
## Year1998 5.892
## Year1999 7.758
## Year2000 8.312
## Year2001 63.011
## Year2002 61.666
## Year2003 61.687
## Year2004 60.768
## Year2005 60.276
## Year2006 58.704
## Year2007 57.821
## Year2008 58.029
## Year2009 58.112
## Year2010 57.876
## Year2011 57.640
## Year2012 57.735
## Year2013 57.783
## Year2014 58.030
## Year2015 58.373
## Year2016 58.573
## Year2017 58.713
## Engine.Fuel.Typediesel 2.503
## Engine.Fuel.Typeelectric 5.168
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85) 0.867
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85) 0.486
## Engine.Fuel.Typeflex-fuel (unleaded/E85) 0.473
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) 2.825
## Engine.Fuel.Typenatural gas 2.956
## Engine.Fuel.Typepremium unleaded (recommended) 0.951
## Engine.Fuel.Typepremium unleaded (required) 0.591
## Engine.Fuel.Typeregular unleaded 0.369
## Engine.HP 28.826
## Engine.Cylinders 3.086
## Transmission.TypeAUTOMATIC -1.298
## Transmission.TypeDIRECT_DRIVE -0.979
## Transmission.TypeMANUAL -9.507
## Transmission.TypeUNKNOWN 3.002
## Driven_Wheelsfour wheel drive 3.316
## Driven_Wheelsfront wheel drive -13.469
## Driven_Wheelsrear wheel drive -10.788
## Number.of.Doors2 -2.241
## Number.of.Doors3 -1.487
## Number.of.Doors4 -1.115
## Market.CategoryCrossover,Diesel 0.687
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 0.215
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance 5.486
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 4.510
## Market.CategoryCrossover,Factory Tuner,Performance 0.946
## Market.CategoryCrossover,Flex Fuel 0.158
## Market.CategoryCrossover,Flex Fuel,Luxury 2.877
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance 3.145
## Market.CategoryCrossover,Flex Fuel,Performance 2.751
## Market.CategoryCrossover,Hatchback 0.284
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 3.076
## Market.CategoryCrossover,Hatchback,Luxury NA
## Market.CategoryCrossover,Hatchback,Performance 1.946
## Market.CategoryCrossover,Hybrid 5.282
## Market.CategoryCrossover,Luxury 3.519
## Market.CategoryCrossover,Luxury,Diesel 3.413
## Market.CategoryCrossover,Luxury,High-Performance 5.453
## Market.CategoryCrossover,Luxury,Hybrid 4.808
## Market.CategoryCrossover,Luxury,Performance 3.817
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
## Market.CategoryCrossover,Performance 1.892
## Market.CategoryDiesel -0.288
## Market.CategoryDiesel,Luxury -0.218
## Market.CategoryExotic,Factory Tuner,High-Performance 7.473
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance 0.386
## Market.CategoryExotic,Factory Tuner,Luxury,Performance 0.064
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance -0.380
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance -1.319
## Market.CategoryExotic,High-Performance 6.768
## Market.CategoryExotic,Luxury -0.554
## Market.CategoryExotic,Luxury,High-Performance -1.264
## Market.CategoryExotic,Luxury,Performance NA
## Market.CategoryExotic,Performance NA
## Market.CategoryFactory Tuner,High-Performance 2.787
## Market.CategoryFactory Tuner,Luxury,High-Performance 1.531
## Market.CategoryFactory Tuner,Luxury,Performance 0.173
## Market.CategoryFactory Tuner,Performance 1.044
## Market.CategoryFlex Fuel -1.933
## Market.CategoryFlex Fuel,Diesel -0.042
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance 1.629
## Market.CategoryFlex Fuel,Hybrid 1.794
## Market.CategoryFlex Fuel,Luxury -0.556
## Market.CategoryFlex Fuel,Luxury,High-Performance 0.411
## Market.CategoryFlex Fuel,Luxury,Performance 0.384
## Market.CategoryFlex Fuel,Performance -0.380
## Market.CategoryFlex Fuel,Performance,Hybrid -0.882
## Market.CategoryHatchback 0.038
## Market.CategoryHatchback,Diesel 0.350
## Market.CategoryHatchback,Factory Tuner,High-Performance 2.948
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance 2.738
## Market.CategoryHatchback,Factory Tuner,Performance 2.308
## Market.CategoryHatchback,Flex Fuel -0.186
## Market.CategoryHatchback,Hybrid NA
## Market.CategoryHatchback,Luxury 1.090
## Market.CategoryHatchback,Luxury,Hybrid NA
## Market.CategoryHatchback,Luxury,Performance 1.253
## Market.CategoryHatchback,Performance 1.409
## Market.CategoryHigh-Performance 0.581
## Market.CategoryHybrid 3.296
## Market.CategoryLuxury -0.445
## Market.CategoryLuxury,High-Performance -0.016
## Market.CategoryLuxury,High-Performance,Hybrid 0.508
## Market.CategoryLuxury,Hybrid 0.467
## Market.CategoryLuxury,Performance -0.159
## Market.CategoryLuxury,Performance,Hybrid 0.121
## Market.CategoryN/A -0.996
## Market.CategoryPerformance 0.513
## Vehicle.SizeLarge 1.891
## Vehicle.SizeMidsize -0.855
## Vehicle.Style2dr SUV -2.468
## Vehicle.Style4dr Hatchback -1.489
## Vehicle.Style4dr SUV -2.129
## Vehicle.StyleCargo Minivan -1.379
## Vehicle.StyleCargo Van -0.526
## Vehicle.StyleConvertible 10.632
## Vehicle.StyleConvertible SUV NA
## Vehicle.StyleCoupe 4.146
## Vehicle.StyleCrew Cab Pickup 11.250
## Vehicle.StyleExtended Cab Pickup 4.753
## Vehicle.StylePassenger Minivan 0.290
## Vehicle.StylePassenger Van NA
## Vehicle.StyleRegular Cab Pickup NA
## Vehicle.StyleSedan -1.267
## Vehicle.StyleWagon NA
## highway.MPG -0.054
## city.mpg -1.019
## Popularity NA
## Pr(>|t|)
## (Intercept) < 2e-16
## MakeAlfa Romeo 0.044470
## MakeAston Martin < 2e-16
## MakeAudi 0.000521
## MakeBentley < 2e-16
## MakeBMW 0.007530
## MakeBugatti < 2e-16
## MakeBuick 2.10e-15
## MakeCadillac 0.897179
## MakeChevrolet 2.31e-05
## MakeChrysler 0.000562
## MakeDodge 0.002848
## MakeFerrari < 2e-16
## MakeFIAT < 2e-16
## MakeFord 1.50e-05
## MakeGenesis 0.027078
## MakeGMC 0.897280
## MakeHonda 6.40e-05
## MakeHUMMER 1.04e-11
## MakeHyundai 4.36e-06
## MakeInfiniti 0.037047
## MakeKia < 2e-16
## MakeLamborghini < 2e-16
## MakeLand Rover 0.099454
## MakeLexus 0.028413
## MakeLincoln 0.303943
## MakeLotus 0.047089
## MakeMaserati 0.000593
## MakeMaybach < 2e-16
## MakeMazda < 2e-16
## MakeMcLaren < 2e-16
## MakeMercedes-Benz < 2e-16
## MakeMitsubishi 0.149731
## MakeNissan 3.41e-13
## MakeOldsmobile 9.88e-08
## MakePlymouth 0.004632
## MakePontiac < 2e-16
## MakePorsche 1.31e-08
## MakeRolls-Royce < 2e-16
## MakeSaab 3.55e-10
## MakeScion < 2e-16
## MakeSpyker < 2e-16
## MakeSubaru < 2e-16
## MakeSuzuki < 2e-16
## MakeTesla 0.027622
## MakeToyota < 2e-16
## MakeVolkswagen 0.004668
## MakeVolvo 0.000941
## Model100 0.303904
## Model124 Spider 0.452406
## Model190-Class < 2e-16
## Model2 0.112575
## Model2 Series 0.001292
## Model200 0.429324
## Model200SX 0.168368
## Model240 0.402871
## Model240SX < 2e-16
## Model3 2.04e-05
## Model3 Series 0.053317
## Model3 Series Gran Turismo 0.766220
## Model300 0.122748
## Model300-Class < 2e-16
## Model3000GT 0.004772
## Model300M 0.102905
## Model300ZX 3.22e-06
## Model323 1.38e-13
## Model350-Class < 2e-16
## Model350Z 0.000392
## Model360 0.005316
## Model370Z 0.091003
## Model4 Series 3.15e-05
## Model4 Series Gran Coupe 0.001226
## Model400-Class < 2e-16
## Model420-Class < 2e-16
## Model456M 0.523854
## Model458 Italia 0.073105
## Model4C NA
## Model4Runner 4.79e-14
## Model5 0.003051
## Model5 Series 2.29e-11
## Model5 Series Gran Turismo 9.00e-05
## Model500 0.041113
## Model500-Class < 2e-16
## Model500e 0.725114
## Model500L 0.283783
## Model500X NA
## Model550 0.772493
## Model560-Class < 2e-16
## Model57 0.011841
## Model575M 0.426731
## Model599 0.551125
## Model6 2.03e-10
## Model6 Series < 2e-16
## Model6 Series Gran Coupe < 2e-16
## Model600-Class < 2e-16
## Model6000 2.18e-06
## Model612 Scaglietti 0.426638
## Model62 NA
## Model626 2.21e-09
## Model7 Series < 2e-16
## Model718 Cayman 2.80e-08
## Model740 0.684780
## Model760 0.993020
## Model780 0.704531
## Model8 Series < 2e-16
## Model80 0.164003
## Model850 0.299248
## Model86 0.084817
## Model9-2X 0.002868
## Model9-3 < 2e-16
## Model9-3 Griffin 4.44e-12
## Model9-4X 0.415081
## Model9-5 < 2e-16
## Model9-7X 4.08e-16
## Model90 0.345973
## Model900 0.298118
## Model9000 NA
## Model911 0.114011
## Model928 0.007596
## Model929 0.000263
## Model940 0.850025
## Model944 < 2e-16
## Model960 0.396695
## Model968 8.71e-05
## ModelA3 0.051410
## ModelA4 0.016075
## ModelA4 allroad 0.016777
## ModelA5 0.011087
## ModelA6 0.000471
## ModelA7 2.92e-05
## ModelA8 1.86e-06
## ModelAcadia 7.79e-05
## ModelAcadia Limited 0.185785
## ModelAccent 1.93e-14
## ModelAcclaim 0.209741
## ModelAccord 0.005646
## ModelAccord Crosstour 0.583093
## ModelAccord Hybrid 0.010113
## ModelAccord Plug-In Hybrid 0.410076
## ModelAchieva 0.459906
## ModelActiveHybrid 5 0.002311
## ModelActiveHybrid 7 3.28e-09
## ModelActiveHybrid X6 2.64e-06
## ModelAerio 3.18e-08
## ModelAerostar 0.698600
## ModelAlero 0.586506
## ModelAllante < 2e-16
## Modelallroad 0.006471
## Modelallroad quattro 0.266087
## ModelAlpina 2.36e-16
## ModelALPINA B6 Gran Coupe 4.56e-13
## ModelALPINA B7 < 2e-16
## ModelAltima 0.831547
## ModelAltima Hybrid 0.619441
## ModelAmanti 0.770976
## ModelAMG GT 2.19e-08
## ModelArmada < 2e-16
## ModelArnage 0.000951
## ModelAspen 0.081377
## ModelAspire 0.160798
## ModelAstro 2.78e-11
## ModelAstro Cargo 6.23e-10
## ModelATS 5.61e-16
## ModelATS Coupe 1.95e-09
## ModelATS-V 0.000230
## ModelAurora 9.96e-05
## ModelAvalanche < 2e-16
## ModelAvalon 4.63e-12
## ModelAvalon Hybrid 3.55e-10
## ModelAvenger 0.818516
## ModelAventador 0.848936
## ModelAveo < 2e-16
## ModelAviator 0.111852
## ModelAxxess 0.215359
## ModelAzera 0.733835
## ModelAztek 0.007642
## ModelAzure 0.336479
## ModelB-Class Electric Drive < 2e-16
## ModelB-Series 0.000305
## ModelB-Series Pickup < 2e-16
## ModelB-Series Truck 1.39e-05
## ModelB9 Tribeca 1.17e-15
## ModelBaja 0.235026
## ModelBeetle 0.629797
## ModelBeetle Convertible 0.711558
## ModelBeretta 8.81e-16
## ModelBlack Diamond Avalanche < 2e-16
## ModelBlackwood 0.486512
## ModelBlazer < 2e-16
## ModelBolt EV 2.68e-15
## ModelBonneville 2.67e-15
## ModelBorrego 0.319229
## ModelBoxster < 2e-16
## ModelBravada 1.11e-05
## ModelBreeze 0.859640
## ModelBronco 0.008610
## ModelBronco II 0.104770
## ModelBrooklands 0.637868
## ModelBrougham 7.12e-12
## ModelBRZ 0.433391
## ModelC-Class < 2e-16
## ModelC-Max Hybrid 0.008690
## ModelC/K 1500 Series 8.14e-13
## ModelC/K 2500 Series 5.11e-11
## ModelC30 0.362411
## ModelC36 AMG 6.75e-14
## ModelC43 AMG 1.53e-12
## ModelC70 0.211670
## ModelC8 NA
## ModelCabrio 0.529946
## ModelCabriolet 0.213510
## ModelCadenza 0.022562
## ModelCaliber 0.757689
## ModelCalifornia 0.000143
## ModelCalifornia T 2.05e-05
## ModelCamaro < 2e-16
## ModelCamry 8.52e-06
## ModelCamry Hybrid 0.030135
## ModelCamry Solara 2.98e-06
## ModelCanyon < 2e-16
## ModelCaprice < 2e-16
## ModelCaptiva Sport < 2e-16
## ModelCaravan 0.745539
## ModelCarrera GT < 2e-16
## ModelCascada 0.001403
## ModelCatera < 2e-16
## ModelCavalier < 2e-16
## ModelCayenne 5.07e-06
## ModelCayman 6.67e-14
## ModelCayman S 0.043856
## ModelCC 0.115134
## ModelCelebrity 2.89e-10
## ModelCelica 0.000104
## ModelCentury 0.199477
## ModelChallenger 0.893336
## ModelCharger 0.998159
## ModelChevy Van < 2e-16
## ModelCiera 0.898923
## ModelCirrus 0.594204
## ModelCity Express 1.80e-13
## ModelCivic 5.69e-11
## ModelCivic CRX 0.167201
## ModelCivic del Sol 0.547193
## ModelCL 0.005665
## ModelCL-Class 0.013960
## ModelCLA-Class < 2e-16
## ModelClassic < 2e-16
## ModelCLK-Class 1.73e-14
## ModelCLS-Class 2.44e-12
## ModelCobalt < 2e-16
## ModelColorado < 2e-16
## ModelColt 0.128327
## ModelConcorde 0.256321
## ModelContinental 0.423926
## ModelContinental Flying Spur 5.42e-11
## ModelContinental Flying Spur Speed 3.53e-10
## ModelContinental GT 1.14e-13
## ModelContinental GT Speed 8.05e-11
## ModelContinental GT Speed Convertible 5.14e-08
## ModelContinental GTC 2.09e-12
## ModelContinental GTC Speed 8.04e-07
## ModelContinental Supersports 6.02e-05
## ModelContinental Supersports Convertible 9.84e-06
## ModelContour 0.326170
## ModelContour SVT 0.980977
## ModelCorniche 5.62e-10
## ModelCorolla 0.020349
## ModelCorolla iM 0.462729
## ModelCorrado 0.408588
## ModelCorsica 1.25e-11
## ModelCorvette 7.26e-13
## ModelCorvette Stingray 2.11e-12
## ModelCoupe 0.715531
## ModelCR-V 0.159532
## ModelCR-Z 0.010925
## ModelCressida 0.001981
## ModelCrossfire 0.016339
## ModelCrosstour 0.390968
## ModelCrosstrek 0.967614
## ModelCrown Victoria 0.549946
## ModelCruze < 2e-16
## ModelCruze Limited < 2e-16
## ModelCT 200h 0.000154
## ModelCT6 0.000335
## ModelCTS 0.504066
## ModelCTS Coupe 3.91e-07
## ModelCTS Wagon 0.001255
## ModelCTS-V 0.003121
## ModelCTS-V Coupe 5.13e-05
## ModelCTS-V Wagon 0.009909
## ModelCube 0.000283
## ModelCustom Cruiser 0.968647
## ModelCutlass 0.132485
## ModelCutlass Calais 0.005261
## ModelCutlass Ciera 0.067404
## ModelCutlass Supreme 0.510422
## ModelCX-3 1.58e-05
## ModelCX-5 8.82e-09
## ModelCX-7 2.58e-10
## ModelCX-9 7.32e-14
## ModelDakota 0.763576
## ModelDart 0.742908
## ModelDawn 0.407174
## ModelDaytona 0.219943
## ModelDB7 0.116940
## ModelDB9 0.013208
## ModelDB9 GT 0.119215
## ModelDBS 0.000194
## ModelDefender < 2e-16
## ModelDeVille 0.006654
## ModelDiablo 0.213850
## ModelDiamante 0.324161
## ModelDiscovery 0.000102
## ModelDiscovery Series II 0.000819
## ModelDiscovery Sport 6.74e-07
## ModelDTS 0.020292
## ModelDurango 0.187065
## ModelDynasty 0.197318
## ModelE-150 0.341826
## ModelE-250 0.280317
## ModelE-Class < 2e-16
## Modele-Golf 0.801177
## ModelE-Series Van 0.483687
## ModelE-Series Wagon 0.060890
## ModelE55 AMG 6.62e-11
## ModelECHO 0.000916
## ModelEclipse 0.017534
## ModelEclipse Spyder 0.026223
## ModelEdge 0.600862
## ModelEighty-Eight 0.002402
## ModelEighty-Eight Royale 0.827565
## ModelElantra 6.27e-06
## ModelElantra Coupe 7.87e-06
## ModelElantra GT 3.06e-09
## ModelElantra Touring 9.25e-07
## ModelEldorado 0.000154
## ModelElectra 0.023891
## ModelElement 0.015845
## ModelElise 7.07e-07
## ModelEnclave 1.00e-11
## ModelEncore 0.004818
## ModelEndeavor 0.161791
## ModelEntourage 0.431965
## ModelEnvision 5.00e-09
## ModelEnvoy 6.62e-11
## ModelEnvoy XL 1.14e-07
## ModelEnvoy XUV 8.21e-06
## ModelEnzo 5.13e-09
## ModelEos 0.159013
## ModelEquator 5.80e-05
## ModelEquinox < 2e-16
## ModelEquus 0.000139
## ModelES 250 5.12e-07
## ModelES 300 1.33e-05
## ModelES 300h 0.000332
## ModelES 330 8.30e-07
## ModelES 350 3.96e-07
## ModelEscalade 4.70e-06
## ModelEscalade ESV 4.83e-09
## ModelEscalade EXT 0.000315
## ModelEscalade Hybrid 4.43e-12
## ModelEscape 0.703257
## ModelEscape Hybrid 0.421641
## ModelEscort 0.000208
## ModelEsprit 0.060326
## ModelEsteem 4.69e-05
## ModelEuroVan 0.212123
## ModelEvora 0.204943
## ModelEvora 400 0.704325
## ModelEX 0.005746
## ModelEX35 0.005732
## ModelExcel 0.005440
## ModelExige NA
## ModelExpedition 8.45e-05
## ModelExplorer 0.810710
## ModelExplorer Sport 0.150583
## ModelExplorer Sport Trac 0.064401
## ModelExpo 0.176063
## ModelExpress < 2e-16
## ModelExpress Cargo 1.24e-09
## ModelF-150 0.976207
## ModelF-150 Heritage 0.685886
## ModelF-150 SVT Lightning 0.000293
## ModelF-250 0.043729
## ModelF12 Berlinetta 0.034081
## ModelF430 0.031995
## ModelFestiva 0.022249
## ModelFF 0.030317
## ModelFiesta 7.41e-05
## ModelFirebird 8.37e-13
## ModelFit < 2e-16
## ModelFit EV 0.801694
## ModelFive Hundred 0.728225
## ModelFJ Cruiser 6.54e-05
## ModelFleetwood < 2e-16
## ModelFlex 0.429343
## ModelFlying Spur 9.73e-12
## ModelFocus 0.039860
## ModelFocus RS 0.043976
## ModelFocus ST 0.003117
## ModelForenza 2.03e-07
## ModelForester 0.021400
## ModelForte 5.84e-05
## ModelFox 0.069188
## ModelFR-S 5.72e-08
## ModelFreelander 1.24e-08
## ModelFreestar 0.363149
## ModelFreestyle 0.745453
## ModelFrontier 5.16e-06
## ModelFusion 0.477565
## ModelFusion Hybrid 0.106937
## ModelFX 0.157719
## ModelFX35 0.157336
## ModelFX45 0.601203
## ModelFX50 0.080833
## ModelG Convertible 0.239986
## ModelG Coupe 0.836777
## ModelG Sedan 0.828506
## ModelG-Class 0.043752
## ModelG20 0.251798
## ModelG3 0.103908
## ModelG35 0.453825
## ModelG37 0.280987
## ModelG37 Convertible 0.254217
## ModelG37 Coupe 0.906628
## ModelG37 Sedan 0.456450
## ModelG5 0.910438
## ModelG6 7.69e-05
## ModelG8 0.102347
## ModelG80 NA
## ModelGalant 0.027686
## ModelGallardo < 2e-16
## ModelGenesis 0.523482
## ModelGenesis Coupe 0.000119
## ModelGhibli 0.065470
## ModelGhost 0.834810
## ModelGhost Series II 0.441246
## ModelGL-Class < 2e-16
## ModelGLA-Class < 2e-16
## ModelGLC-Class < 2e-16
## ModelGLE-Class < 2e-16
## ModelGLE-Class Coupe < 2e-16
## ModelGLI 0.630563
## ModelGLK-Class < 2e-16
## ModelGLS-Class 1.53e-15
## ModelGolf 0.895208
## ModelGolf Alltrack 0.477812
## ModelGolf GTI 0.727075
## ModelGolf R 0.893887
## ModelGolf SportWagen 0.643547
## ModelGrand Am 4.23e-06
## ModelGrand Caravan 0.895689
## ModelGrand Prix 0.014083
## ModelGrand Vitara 0.000729
## ModelGrand Voyager 0.780233
## ModelGranSport 0.805539
## ModelGranTurismo 0.464788
## ModelGranTurismo Convertible 0.411305
## ModelGS 200t 0.034816
## ModelGS 300 0.014008
## ModelGS 350 6.56e-05
## ModelGS 400 2.33e-08
## ModelGS 430 0.168501
## ModelGS 450h 0.411904
## ModelGS 460 0.053065
## ModelGS F 0.259171
## ModelGT < 2e-16
## ModelGT-R < 2e-16
## ModelGTI 0.553955
## ModelGTO 0.036579
## ModelGX 460 0.010789
## ModelGX 470 0.105492
## ModelH3 6.46e-07
## ModelH3T NA
## ModelHHR < 2e-16
## ModelHighlander 1.84e-09
## ModelHighlander Hybrid 1.68e-09
## ModelHorizon 0.184700
## ModelHR-V 0.000506
## ModelHS 250h 8.33e-05
## ModelHuracan 2.29e-16
## Modeli-MiEV 6.08e-06
## Modeli3 0.002312
## ModelI30 0.015446
## ModelI35 0.471539
## ModeliA 0.819350
## ModelILX 0.000137
## ModelILX Hybrid 0.042505
## ModeliM 0.494738
## ModelImpala < 2e-16
## ModelImpala Limited < 2e-16
## ModelImperial 0.251334
## ModelImpreza 0.049873
## ModelImpreza WRX 0.888206
## ModelInsight 0.006892
## ModelIntegra 0.006332
## ModelIntrepid 0.549749
## ModelIntrigue 0.740195
## ModeliQ 0.847161
## ModelIS 200t 6.54e-05
## ModelIS 250 1.47e-07
## ModelIS 250 C 7.37e-07
## ModelIS 300 2.17e-08
## ModelIS 350 2.44e-12
## ModelIS 350 C 7.87e-08
## ModelIS F 0.000262
## ModelJ30 0.000249
## ModelJetta 0.936091
## ModelJetta GLI 0.637268
## ModelJetta Hybrid 0.870180
## ModelJetta SportWagen 0.597400
## ModelJimmy < 2e-16
## ModelJourney 0.665992
## ModelJuke 0.002553
## ModelJusty 6.24e-05
## ModelJX 0.076675
## ModelK900 2.32e-05
## ModelKizashi 0.373206
## ModelLaCrosse 1.15e-05
## ModelLancer 0.000106
## ModelLancer Evolution 0.089311
## ModelLancer Sportback 0.000183
## ModelLand Cruiser < 2e-16
## ModelLaser 0.472690
## ModelLe Baron 0.260869
## ModelLe Mans 5.10e-15
## ModelLeaf 0.883391
## ModelLegacy 0.815386
## ModelLegend 5.61e-05
## ModelLeSabre 1.65e-08
## ModelLevante 0.031766
## ModelLFA < 2e-16
## ModelLHS 0.226917
## ModelLoyale 0.000178
## ModelLR2 5.66e-08
## ModelLR3 0.075478
## ModelLR4 0.000339
## ModelLS 0.004600
## ModelLS 400 0.002960
## ModelLS 430 0.975091
## ModelLS 460 0.777688
## ModelLS 600h L 0.002027
## ModelLSS 0.156328
## ModelLTD Crown Victoria 0.809116
## ModelLucerne < 2e-16
## ModelLumina < 2e-16
## ModelLumina Minivan 3.72e-08
## ModelLX 450 0.109933
## ModelLX 470 0.002388
## ModelLX 570 0.255294
## ModelM 0.003305
## ModelM-Class < 2e-16
## ModelM2 0.699850
## ModelM3 0.001196
## ModelM30 0.010900
## ModelM35 0.037697
## ModelM37 0.180263
## ModelM4 2.05e-05
## ModelM45 0.003112
## ModelM5 0.000118
## ModelM56 0.019275
## ModelM6 < 2e-16
## ModelM6 Gran Coupe 7.65e-16
## ModelMacan 6.62e-11
## ModelMagnum 0.570313
## ModelMalibu < 2e-16
## ModelMalibu Classic < 2e-16
## ModelMalibu Hybrid < 2e-16
## ModelMalibu Limited < 2e-16
## ModelMalibu Maxx < 2e-16
## ModelMark LT 2.27e-11
## ModelMark VII < 2e-16
## ModelMark VIII < 2e-16
## ModelMatrix 0.021185
## ModelMaxima 0.110913
## ModelMaybach 0.848069
## ModelMazdaspeed 3 0.101247
## ModelMazdaspeed 6 8.49e-09
## ModelMazdaspeed MX-5 Miata 1.38e-05
## ModelMazdaspeed Protege 0.004386
## ModelMDX 0.000539
## ModelMetris < 2e-16
## ModelMetro < 2e-16
## ModelMighty Max Pickup 0.455248
## ModelMillenia 9.89e-14
## ModelMirage 2.99e-07
## ModelMirage G4 6.80e-06
## ModelMKC 2.53e-05
## ModelMKS 8.53e-12
## ModelMKT 5.09e-07
## ModelMKX 7.05e-05
## ModelMKZ 0.000246
## ModelMKZ Hybrid 0.022406
## ModelML55 AMG 2.75e-10
## ModelModel S NA
## ModelMonaco 0.303017
## ModelMontana 6.88e-06
## ModelMontana SV6 0.008003
## ModelMonte Carlo < 2e-16
## ModelMontero 0.437176
## ModelMontero Sport 0.714439
## ModelMP4-12C NA
## ModelMPV 5.81e-06
## ModelMR2 1.45e-05
## ModelMR2 Spyder 2.27e-05
## ModelMulsanne 0.078654
## ModelMurano 2.17e-05
## ModelMurano CrossCabriolet 4.13e-07
## ModelMurcielago NA
## ModelMustang 0.016341
## ModelMustang SVT Cobra 0.135611
## ModelMX-3 1.17e-11
## ModelMX-5 Miata 1.31e-06
## ModelMX-6 4.93e-07
## ModelNavajo 2.66e-15
## ModelNavigator 0.323470
## ModelNeon 0.709617
## ModelNew Beetle 0.831322
## ModelNew Yorker 0.724081
## ModelNinety-Eight 0.580999
## ModelNitro 0.866543
## ModelNSX < 2e-16
## ModelNV200 0.825778
## ModelNX 0.003034
## ModelNX 200t 3.16e-08
## ModelNX 300h 3.11e-07
## ModelOdyssey 0.737930
## ModelOptima 0.753593
## ModelOptima Hybrid 0.351087
## ModelOutback 2.40e-05
## ModelOutlander 0.012830
## ModelOutlander Sport 0.001216
## ModelPacifica 0.177103
## ModelPanamera NA
## ModelPark Avenue < 2e-16
## ModelPark Ward 8.66e-06
## ModelPaseo 1.02e-06
## ModelPassat 0.414757
## ModelPassport 0.257584
## ModelPathfinder 0.013605
## ModelPhaeton 2.94e-05
## ModelPhantom 7.10e-13
## ModelPhantom Coupe 1.15e-09
## ModelPhantom Drophead Coupe 1.26e-08
## ModelPickup 1.16e-12
## ModelPilot 0.746864
## ModelPrecis 0.981364
## ModelPrelude 0.542725
## ModelPrevia 0.000489
## ModelPrius 3.53e-07
## ModelPrius c 0.003408
## ModelPrius Prime 2.96e-05
## ModelPrius v 0.000259
## ModelPrizm < 2e-16
## ModelProbe 0.796638
## ModelProtege 0.001353
## ModelProtege5 0.001256
## ModelProwler 2.85e-07
## ModelPT Cruiser 0.734239
## ModelPulsar 0.011748
## ModelQ3 0.958806
## ModelQ40 0.056109
## ModelQ45 7.58e-06
## ModelQ5 0.192427
## ModelQ50 0.771688
## ModelQ60 Convertible 0.105588
## ModelQ60 Coupe 0.772481
## ModelQ7 0.052632
## ModelQ70 0.021132
## ModelQuattroporte 0.885549
## ModelQuest 0.127818
## ModelQX 0.002174
## ModelQX4 0.073046
## ModelQX50 0.000217
## ModelQX56 9.78e-05
## ModelQX60 0.049165
## ModelQX70 0.053973
## ModelQX80 0.000138
## ModelR-Class < 2e-16
## ModelR32 0.326154
## ModelR8 3.63e-12
## ModelRabbit 0.501671
## ModelRaider 0.001729
## ModelRainier 3.56e-09
## ModelRally Wagon 3.16e-09
## ModelRAM 150 0.480912
## ModelRAM 250 0.492279
## ModelRam 50 Pickup 0.123602
## ModelRam Cargo 0.662303
## ModelRam Pickup 1500 0.854472
## ModelRam Van 0.984268
## ModelRam Wagon 0.848207
## ModelRamcharger 0.339506
## ModelRange Rover < 2e-16
## ModelRange Rover Evoque 0.000497
## ModelRange Rover Sport NA
## ModelRanger 0.107532
## ModelRapide 0.424534
## ModelRapide S 0.053841
## ModelRAV4 6.68e-07
## ModelRAV4 EV 9.79e-08
## ModelRAV4 Hybrid 0.006507
## ModelRC 200t 6.92e-06
## ModelRC 300 6.90e-05
## ModelRC 350 1.02e-11
## ModelRC F 1.37e-07
## ModelRDX 3.10e-08
## ModelReatta 0.508056
## ModelRegal 0.035700
## ModelRegency 0.075732
## ModelRendezvous 0.018177
## ModelReno 4.46e-10
## ModelRidgeline 1.93e-05
## ModelRio 4.68e-08
## ModelRiviera 0.088577
## ModelRL 0.828764
## ModelRLX 0.705150
## ModelRoadmaster 0.255274
## ModelRogue 0.410665
## ModelRogue Select 0.018119
## ModelRondo 0.015782
## ModelRoutan 0.067811
## ModelRS 4 0.000454
## ModelRS 5 0.016384
## ModelRS 7 0.000449
## ModelRSX 2.18e-08
## ModelRX 300 2.85e-05
## ModelRX 330 2.28e-05
## ModelRX 350 3.62e-06
## ModelRX 400h 4.59e-06
## ModelRX 450h 8.04e-07
## ModelRX-7 < 2e-16
## ModelRX-8 6.79e-11
## ModelS-10 < 2e-16
## ModelS-10 Blazer 4.83e-14
## ModelS-15 5.25e-07
## ModelS-15 Jimmy 2.10e-06
## ModelS-Class 0.000131
## ModelS2000 NA
## ModelS3 0.149690
## ModelS4 0.041497
## ModelS40 0.646825
## ModelS5 0.012210
## ModelS6 0.006214
## ModelS60 0.245814
## ModelS60 Cross Country 0.054953
## ModelS7 0.001763
## ModelS70 0.317170
## ModelS8 4.67e-05
## ModelS80 0.032410
## ModelS90 0.067461
## ModelSafari 6.96e-06
## ModelSafari Cargo 0.000432
## ModelSamurai 0.004920
## ModelSanta Fe 0.664103
## ModelSanta Fe Sport 0.881374
## ModelSavana 1.90e-10
## ModelSavana Cargo 2.27e-06
## ModelSC 300 1.26e-05
## ModelSC 400 5.21e-08
## ModelSC 430 NA
## ModelScoupe 0.100153
## ModelSebring 0.267489
## ModelSedona 0.304304
## ModelSentra 0.000389
## ModelSephia 0.004424
## ModelSequoia < 2e-16
## ModelSeville 0.130531
## ModelShadow 0.178936
## ModelShelby GT350 0.726554
## ModelShelby GT500 0.122495
## ModelSidekick 0.484646
## ModelSienna 7.00e-06
## ModelSierra 1500 < 2e-16
## ModelSierra 1500 Classic < 2e-16
## ModelSierra 1500 Hybrid < 2e-16
## ModelSierra 1500HD < 2e-16
## ModelSierra Classic 1500 0.808791
## ModelSilhouette 0.000198
## ModelSilver Seraph 0.002186
## ModelSilverado 1500 < 2e-16
## ModelSilverado 1500 Classic < 2e-16
## ModelSilverado 1500 Hybrid < 2e-16
## ModelSixty Special 1.83e-07
## ModelSkylark 0.309413
## ModelSL-Class 6.96e-07
## ModelSLC-Class < 2e-16
## ModelSLK-Class < 2e-16
## ModelSLR McLaren < 2e-16
## ModelSLS AMG 0.291368
## ModelSLS AMG GT NA
## ModelSLX 0.000252
## ModelSolstice 0.013328
## ModelSonata 0.072773
## ModelSonata Hybrid 0.004379
## ModelSonic < 2e-16
## ModelSonoma < 2e-16
## ModelSorento 2.08e-05
## ModelSoul 2.26e-05
## ModelSoul EV 0.510152
## ModelSpark < 2e-16
## ModelSpark EV < 2e-16
## ModelSpectra 7.17e-05
## ModelSpirit 0.152925
## ModelSportage NA
## ModelSportvan 3.34e-16
## ModelSpyder 0.444782
## ModelSQ5 0.785501
## ModelSRT Viper 0.019028
## ModelSRX 0.000597
## ModelSS < 2e-16
## ModelSSR 7.84e-07
## ModelStanza 0.003066
## ModelStealth 0.275278
## ModelStratus 0.708581
## ModelSTS 0.044095
## ModelSTS-V 0.064917
## ModelSuburban 2.09e-12
## ModelSunbird 1.34e-11
## ModelSundance 0.127003
## ModelSunfire 7.72e-05
## ModelSuperamerica NA
## ModelSupersports Convertible ISR 5.11e-05
## ModelSupra < 2e-16
## ModelSVX 0.735620
## ModelSwift 7.54e-08
## ModelSX4 1.25e-07
## ModelSyclone 0.000509
## ModelT100 9.34e-13
## ModelTacoma 0.001801
## ModelTahoe 5.73e-09
## ModelTahoe Hybrid 1.01e-08
## ModelTahoe Limited/Z71 2.81e-10
## ModelTaurus 0.219904
## ModelTaurus X 0.926968
## ModeltC 0.000504
## ModelTC 0.697180
## ModelTempo 0.105144
## ModelTercel 1.93e-08
## ModelTerrain 8.05e-09
## ModelTerraza 0.000798
## ModelThunderbird 0.330673
## ModelTiburon 0.010001
## ModelTiguan 0.269711
## ModelTitan 0.863529
## ModelTL 0.015688
## ModelTLX 0.004148
## ModelToronado NA
## ModelTorrent 0.005250
## ModelTouareg 0.007789
## ModelTouareg 2 0.024912
## ModelTown and Country 0.103362
## ModelTown Car NA
## ModelTracker < 2e-16
## ModelTrailBlazer < 2e-16
## ModelTrailBlazer EXT < 2e-16
## ModelTrans Sport 0.387509
## ModelTransit Connect 0.542432
## ModelTransit Wagon 0.139519
## ModelTraverse < 2e-16
## ModelTrax < 2e-16
## ModelTribeca 4.83e-05
## ModelTribute 7.69e-09
## ModelTribute Hybrid 3.53e-09
## ModelTruck 1.44e-07
## ModelTSX 0.003432
## ModelTSX Sport Wagon 0.014479
## ModelTT 0.031468
## ModelTT RS 0.010411
## ModelTTS 0.018204
## ModelTucson 0.188569
## ModelTundra 0.003514
## ModelTyphoon 1.29e-11
## ModelUplander 1.00e-13
## ModelV12 Vanquish 0.008725
## ModelV12 Vantage 0.454578
## ModelV12 Vantage S 0.000126
## ModelV40 0.448582
## ModelV50 0.493647
## ModelV60 0.135698
## ModelV60 Cross Country 0.023111
## ModelV70 0.270708
## ModelV8 0.884007
## ModelV8 Vantage 8.72e-11
## ModelV90 0.360879
## ModelVan 0.045778
## ModelVanagon 0.133973
## ModelVandura 3.98e-06
## ModelVanquish 0.035269
## ModelVanwagon NA
## ModelVeloster 3.84e-06
## ModelVenture 1.93e-09
## ModelVenza 1.00e-06
## ModelVeracruz 0.500370
## ModelVerano NA
## ModelVerona 0.037354
## ModelVersa < 2e-16
## ModelVersa Note 2.81e-10
## ModelVeyron 16.4 NA
## ModelVibe NA
## ModelVigor 0.000730
## ModelViper 0.070767
## ModelVirage NA
## ModelVitara 0.023843
## ModelVoyager 0.791747
## ModelWindstar 0.015700
## ModelWindstar Cargo NA
## ModelWraith NA
## ModelWRX 0.859863
## ModelX-90 0.051496
## ModelX1 0.001510
## ModelX3 0.058467
## ModelX4 0.138349
## ModelX5 0.718429
## ModelX5 M 0.454469
## ModelX6 0.749827
## ModelX6 M 0.609289
## ModelxA 0.035253
## ModelxB 0.483267
## ModelXC 0.803479
## ModelXC60 0.000388
## ModelXC70 0.000251
## ModelXC90 NA
## ModelxD NA
## ModelXG300 0.745130
## ModelXG350 NA
## ModelXL-7 0.510759
## ModelXL7 NA
## ModelXLR < 2e-16
## ModelXLR-V 5.79e-07
## ModelXT 0.022951
## ModelXT5 0.002388
## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
## ModelYaris 0.670835
## ModelYaris iA NA
## ModelYukon 0.207573
## ModelYukon Denali 0.030149
## ModelYukon Hybrid 0.480674
## ModelYukon XL NA
## ModelZ3 3.81e-05
## ModelZ4 1.04e-08
## ModelZ4 M 0.015332
## ModelZ8 < 2e-16
## ModelZDX NA
## Year1991 0.924811
## Year1992 0.566559
## Year1993 0.901958
## Year1994 0.883813
## Year1995 0.114558
## Year1996 0.000571
## Year1997 0.000103
## Year1998 3.95e-09
## Year1999 9.61e-15
## Year2000 < 2e-16
## Year2001 < 2e-16
## Year2002 < 2e-16
## Year2003 < 2e-16
## Year2004 < 2e-16
## Year2005 < 2e-16
## Year2006 < 2e-16
## Year2007 < 2e-16
## Year2008 < 2e-16
## Year2009 < 2e-16
## Year2010 < 2e-16
## Year2011 < 2e-16
## Year2012 < 2e-16
## Year2013 < 2e-16
## Year2014 < 2e-16
## Year2015 < 2e-16
## Year2016 < 2e-16
## Year2017 < 2e-16
## Engine.Fuel.Typediesel 0.012325
## Engine.Fuel.Typeelectric 2.42e-07
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85) 0.386121
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85) 0.626826
## Engine.Fuel.Typeflex-fuel (unleaded/E85) 0.636391
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) 0.004746
## Engine.Fuel.Typenatural gas 0.003128
## Engine.Fuel.Typepremium unleaded (recommended) 0.341473
## Engine.Fuel.Typepremium unleaded (required) 0.554512
## Engine.Fuel.Typeregular unleaded 0.712317
## Engine.HP < 2e-16
## Engine.Cylinders 0.002035
## Transmission.TypeAUTOMATIC 0.194296
## Transmission.TypeDIRECT_DRIVE 0.327815
## Transmission.TypeMANUAL < 2e-16
## Transmission.TypeUNKNOWN 0.002689
## Driven_Wheelsfour wheel drive 0.000916
## Driven_Wheelsfront wheel drive < 2e-16
## Driven_Wheelsrear wheel drive < 2e-16
## Number.of.Doors2 0.025081
## Number.of.Doors3 0.137038
## Number.of.Doors4 0.265052
## Market.CategoryCrossover,Diesel 0.492004
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 0.829457
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance 4.23e-08
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 6.57e-06
## Market.CategoryCrossover,Factory Tuner,Performance 0.344205
## Market.CategoryCrossover,Flex Fuel 0.874639
## Market.CategoryCrossover,Flex Fuel,Luxury 0.004027
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance 0.001664
## Market.CategoryCrossover,Flex Fuel,Performance 0.005950
## Market.CategoryCrossover,Hatchback 0.776473
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 0.002104
## Market.CategoryCrossover,Hatchback,Luxury NA
## Market.CategoryCrossover,Hatchback,Performance 0.051652
## Market.CategoryCrossover,Hybrid 1.31e-07
## Market.CategoryCrossover,Luxury 0.000435
## Market.CategoryCrossover,Luxury,Diesel 0.000646
## Market.CategoryCrossover,Luxury,High-Performance 5.08e-08
## Market.CategoryCrossover,Luxury,Hybrid 1.55e-06
## Market.CategoryCrossover,Luxury,Performance 0.000136
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
## Market.CategoryCrossover,Performance 0.058546
## Market.CategoryDiesel 0.773325
## Market.CategoryDiesel,Luxury 0.827257
## Market.CategoryExotic,Factory Tuner,High-Performance 8.64e-14
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance 0.699376
## Market.CategoryExotic,Factory Tuner,Luxury,Performance 0.949275
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance 0.703845
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance 0.187047
## Market.CategoryExotic,High-Performance 1.39e-11
## Market.CategoryExotic,Luxury 0.579669
## Market.CategoryExotic,Luxury,High-Performance 0.206238
## Market.CategoryExotic,Luxury,Performance NA
## Market.CategoryExotic,Performance NA
## Market.CategoryFactory Tuner,High-Performance 0.005334
## Market.CategoryFactory Tuner,Luxury,High-Performance 0.125791
## Market.CategoryFactory Tuner,Luxury,Performance 0.862796
## Market.CategoryFactory Tuner,Performance 0.296722
## Market.CategoryFlex Fuel 0.053296
## Market.CategoryFlex Fuel,Diesel 0.966506
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance 0.103314
## Market.CategoryFlex Fuel,Hybrid 0.072794
## Market.CategoryFlex Fuel,Luxury 0.578181
## Market.CategoryFlex Fuel,Luxury,High-Performance 0.680805
## Market.CategoryFlex Fuel,Luxury,Performance 0.700733
## Market.CategoryFlex Fuel,Performance 0.703601
## Market.CategoryFlex Fuel,Performance,Hybrid 0.377740
## Market.CategoryHatchback 0.969401
## Market.CategoryHatchback,Diesel 0.726649
## Market.CategoryHatchback,Factory Tuner,High-Performance 0.003212
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance 0.006195
## Market.CategoryHatchback,Factory Tuner,Performance 0.021024
## Market.CategoryHatchback,Flex Fuel 0.852738
## Market.CategoryHatchback,Hybrid NA
## Market.CategoryHatchback,Luxury 0.275612
## Market.CategoryHatchback,Luxury,Hybrid NA
## Market.CategoryHatchback,Luxury,Performance 0.210230
## Market.CategoryHatchback,Performance 0.158814
## Market.CategoryHigh-Performance 0.561526
## Market.CategoryHybrid 0.000984
## Market.CategoryLuxury 0.656498
## Market.CategoryLuxury,High-Performance 0.987291
## Market.CategoryLuxury,High-Performance,Hybrid 0.611598
## Market.CategoryLuxury,Hybrid 0.640475
## Market.CategoryLuxury,Performance 0.873863
## Market.CategoryLuxury,Performance,Hybrid 0.903312
## Market.CategoryN/A 0.319424
## Market.CategoryPerformance 0.607619
## Vehicle.SizeLarge 0.058640
## Vehicle.SizeMidsize 0.392429
## Vehicle.Style2dr SUV 0.013607
## Vehicle.Style4dr Hatchback 0.136497
## Vehicle.Style4dr SUV 0.033295
## Vehicle.StyleCargo Minivan 0.167844
## Vehicle.StyleCargo Van 0.598640
## Vehicle.StyleConvertible < 2e-16
## Vehicle.StyleConvertible SUV NA
## Vehicle.StyleCoupe 3.42e-05
## Vehicle.StyleCrew Cab Pickup < 2e-16
## Vehicle.StyleExtended Cab Pickup 2.03e-06
## Vehicle.StylePassenger Minivan 0.772131
## Vehicle.StylePassenger Van NA
## Vehicle.StyleRegular Cab Pickup NA
## Vehicle.StyleSedan 0.205207
## Vehicle.StyleWagon NA
## highway.MPG 0.956628
## city.mpg 0.308135
## Popularity NA
##
## (Intercept) ***
## MakeAlfa Romeo *
## MakeAston Martin ***
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## Model100
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## Model2
## Model2 Series **
## Model200
## Model200SX
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## Model240SX ***
## Model3 ***
## Model3 Series .
## Model3 Series Gran Turismo
## Model300
## Model300-Class ***
## Model3000GT **
## Model300M
## Model300ZX ***
## Model323 ***
## Model350-Class ***
## Model350Z ***
## Model360 **
## Model370Z .
## Model4 Series ***
## Model4 Series Gran Coupe **
## Model400-Class ***
## Model420-Class ***
## Model456M
## Model458 Italia .
## Model4C
## Model4Runner ***
## Model5 **
## Model5 Series ***
## Model5 Series Gran Turismo ***
## Model500 *
## Model500-Class ***
## Model500e
## Model500L
## Model500X
## Model550
## Model560-Class ***
## Model57 *
## Model575M
## Model599
## Model6 ***
## Model6 Series ***
## Model6 Series Gran Coupe ***
## Model600-Class ***
## Model6000 ***
## Model612 Scaglietti
## Model62
## Model626 ***
## Model7 Series ***
## Model718 Cayman ***
## Model740
## Model760
## Model780
## Model8 Series ***
## Model80
## Model850
## Model86 .
## Model9-2X **
## Model9-3 ***
## Model9-3 Griffin ***
## Model9-4X
## Model9-5 ***
## Model9-7X ***
## Model90
## Model900
## Model9000
## Model911
## Model928 **
## Model929 ***
## Model940
## Model944 ***
## Model960
## Model968 ***
## ModelA3 .
## ModelA4 *
## ModelA4 allroad *
## ModelA5 *
## ModelA6 ***
## ModelA7 ***
## ModelA8 ***
## ModelAcadia ***
## ModelAcadia Limited
## ModelAccent ***
## ModelAcclaim
## ModelAccord **
## ModelAccord Crosstour
## ModelAccord Hybrid *
## ModelAccord Plug-In Hybrid
## ModelAchieva
## ModelActiveHybrid 5 **
## ModelActiveHybrid 7 ***
## ModelActiveHybrid X6 ***
## ModelAerio ***
## ModelAerostar
## ModelAlero
## ModelAllante ***
## Modelallroad **
## Modelallroad quattro
## ModelAlpina ***
## ModelALPINA B6 Gran Coupe ***
## ModelALPINA B7 ***
## ModelAltima
## ModelAltima Hybrid
## ModelAmanti
## ModelAMG GT ***
## ModelArmada ***
## ModelArnage ***
## ModelAspen .
## ModelAspire
## ModelAstro ***
## ModelAstro Cargo ***
## ModelATS ***
## ModelATS Coupe ***
## ModelATS-V ***
## ModelAurora ***
## ModelAvalanche ***
## ModelAvalon ***
## ModelAvalon Hybrid ***
## ModelAvenger
## ModelAventador
## ModelAveo ***
## ModelAviator
## ModelAxxess
## ModelAzera
## ModelAztek **
## ModelAzure
## ModelB-Class Electric Drive ***
## ModelB-Series ***
## ModelB-Series Pickup ***
## ModelB-Series Truck ***
## ModelB9 Tribeca ***
## ModelBaja
## ModelBeetle
## ModelBeetle Convertible
## ModelBeretta ***
## ModelBlack Diamond Avalanche ***
## ModelBlackwood
## ModelBlazer ***
## ModelBolt EV ***
## ModelBonneville ***
## ModelBorrego
## ModelBoxster ***
## ModelBravada ***
## ModelBreeze
## ModelBronco **
## ModelBronco II
## ModelBrooklands
## ModelBrougham ***
## ModelBRZ
## ModelC-Class ***
## ModelC-Max Hybrid **
## ModelC/K 1500 Series ***
## ModelC/K 2500 Series ***
## ModelC30
## ModelC36 AMG ***
## ModelC43 AMG ***
## ModelC70
## ModelC8
## ModelCabrio
## ModelCabriolet
## ModelCadenza *
## ModelCaliber
## ModelCalifornia ***
## ModelCalifornia T ***
## ModelCamaro ***
## ModelCamry ***
## ModelCamry Hybrid *
## ModelCamry Solara ***
## ModelCanyon ***
## ModelCaprice ***
## ModelCaptiva Sport ***
## ModelCaravan
## ModelCarrera GT ***
## ModelCascada **
## ModelCatera ***
## ModelCavalier ***
## ModelCayenne ***
## ModelCayman ***
## ModelCayman S *
## ModelCC
## ModelCelebrity ***
## ModelCelica ***
## ModelCentury
## ModelChallenger
## ModelCharger
## ModelChevy Van ***
## ModelCiera
## ModelCirrus
## ModelCity Express ***
## ModelCivic ***
## ModelCivic CRX
## ModelCivic del Sol
## ModelCL **
## ModelCL-Class *
## ModelCLA-Class ***
## ModelClassic ***
## ModelCLK-Class ***
## ModelCLS-Class ***
## ModelCobalt ***
## ModelColorado ***
## ModelColt
## ModelConcorde
## ModelContinental
## ModelContinental Flying Spur ***
## ModelContinental Flying Spur Speed ***
## ModelContinental GT ***
## ModelContinental GT Speed ***
## ModelContinental GT Speed Convertible ***
## ModelContinental GTC ***
## ModelContinental GTC Speed ***
## ModelContinental Supersports ***
## ModelContinental Supersports Convertible ***
## ModelContour
## ModelContour SVT
## ModelCorniche ***
## ModelCorolla *
## ModelCorolla iM
## ModelCorrado
## ModelCorsica ***
## ModelCorvette ***
## ModelCorvette Stingray ***
## ModelCoupe
## ModelCR-V
## ModelCR-Z *
## ModelCressida **
## ModelCrossfire *
## ModelCrosstour
## ModelCrosstrek
## ModelCrown Victoria
## ModelCruze ***
## ModelCruze Limited ***
## ModelCT 200h ***
## ModelCT6 ***
## ModelCTS
## ModelCTS Coupe ***
## ModelCTS Wagon **
## ModelCTS-V **
## ModelCTS-V Coupe ***
## ModelCTS-V Wagon **
## ModelCube ***
## ModelCustom Cruiser
## ModelCutlass
## ModelCutlass Calais **
## ModelCutlass Ciera .
## ModelCutlass Supreme
## ModelCX-3 ***
## ModelCX-5 ***
## ModelCX-7 ***
## ModelCX-9 ***
## ModelDakota
## ModelDart
## ModelDawn
## ModelDaytona
## ModelDB7
## ModelDB9 *
## ModelDB9 GT
## ModelDBS ***
## ModelDefender ***
## ModelDeVille **
## ModelDiablo
## ModelDiamante
## ModelDiscovery ***
## ModelDiscovery Series II ***
## ModelDiscovery Sport ***
## ModelDTS *
## ModelDurango
## ModelDynasty
## ModelE-150
## ModelE-250
## ModelE-Class ***
## Modele-Golf
## ModelE-Series Van
## ModelE-Series Wagon .
## ModelE55 AMG ***
## ModelECHO ***
## ModelEclipse *
## ModelEclipse Spyder *
## ModelEdge
## ModelEighty-Eight **
## ModelEighty-Eight Royale
## ModelElantra ***
## ModelElantra Coupe ***
## ModelElantra GT ***
## ModelElantra Touring ***
## ModelEldorado ***
## ModelElectra *
## ModelElement *
## ModelElise ***
## ModelEnclave ***
## ModelEncore **
## ModelEndeavor
## ModelEntourage
## ModelEnvision ***
## ModelEnvoy ***
## ModelEnvoy XL ***
## ModelEnvoy XUV ***
## ModelEnzo ***
## ModelEos
## ModelEquator ***
## ModelEquinox ***
## ModelEquus ***
## ModelES 250 ***
## ModelES 300 ***
## ModelES 300h ***
## ModelES 330 ***
## ModelES 350 ***
## ModelEscalade ***
## ModelEscalade ESV ***
## ModelEscalade EXT ***
## ModelEscalade Hybrid ***
## ModelEscape
## ModelEscape Hybrid
## ModelEscort ***
## ModelEsprit .
## ModelEsteem ***
## ModelEuroVan
## ModelEvora
## ModelEvora 400
## ModelEX **
## ModelEX35 **
## ModelExcel **
## ModelExige
## ModelExpedition ***
## ModelExplorer
## ModelExplorer Sport
## ModelExplorer Sport Trac .
## ModelExpo
## ModelExpress ***
## ModelExpress Cargo ***
## ModelF-150
## ModelF-150 Heritage
## ModelF-150 SVT Lightning ***
## ModelF-250 *
## ModelF12 Berlinetta *
## ModelF430 *
## ModelFestiva *
## ModelFF *
## ModelFiesta ***
## ModelFirebird ***
## ModelFit ***
## ModelFit EV
## ModelFive Hundred
## ModelFJ Cruiser ***
## ModelFleetwood ***
## ModelFlex
## ModelFlying Spur ***
## ModelFocus *
## ModelFocus RS *
## ModelFocus ST **
## ModelForenza ***
## ModelForester *
## ModelForte ***
## ModelFox .
## ModelFR-S ***
## ModelFreelander ***
## ModelFreestar
## ModelFreestyle
## ModelFrontier ***
## ModelFusion
## ModelFusion Hybrid
## ModelFX
## ModelFX35
## ModelFX45
## ModelFX50 .
## ModelG Convertible
## ModelG Coupe
## ModelG Sedan
## ModelG-Class *
## ModelG20
## ModelG3
## ModelG35
## ModelG37
## ModelG37 Convertible
## ModelG37 Coupe
## ModelG37 Sedan
## ModelG5
## ModelG6 ***
## ModelG8
## ModelG80
## ModelGalant *
## ModelGallardo ***
## ModelGenesis
## ModelGenesis Coupe ***
## ModelGhibli .
## ModelGhost
## ModelGhost Series II
## ModelGL-Class ***
## ModelGLA-Class ***
## ModelGLC-Class ***
## ModelGLE-Class ***
## ModelGLE-Class Coupe ***
## ModelGLI
## ModelGLK-Class ***
## ModelGLS-Class ***
## ModelGolf
## ModelGolf Alltrack
## ModelGolf GTI
## ModelGolf R
## ModelGolf SportWagen
## ModelGrand Am ***
## ModelGrand Caravan
## ModelGrand Prix *
## ModelGrand Vitara ***
## ModelGrand Voyager
## ModelGranSport
## ModelGranTurismo
## ModelGranTurismo Convertible
## ModelGS 200t *
## ModelGS 300 *
## ModelGS 350 ***
## ModelGS 400 ***
## ModelGS 430
## ModelGS 450h
## ModelGS 460 .
## ModelGS F
## ModelGT ***
## ModelGT-R ***
## ModelGTI
## ModelGTO *
## ModelGX 460 *
## ModelGX 470
## ModelH3 ***
## ModelH3T
## ModelHHR ***
## ModelHighlander ***
## ModelHighlander Hybrid ***
## ModelHorizon
## ModelHR-V ***
## ModelHS 250h ***
## ModelHuracan ***
## Modeli-MiEV ***
## Modeli3 **
## ModelI30 *
## ModelI35
## ModeliA
## ModelILX ***
## ModelILX Hybrid *
## ModeliM
## ModelImpala ***
## ModelImpala Limited ***
## ModelImperial
## ModelImpreza *
## ModelImpreza WRX
## ModelInsight **
## ModelIntegra **
## ModelIntrepid
## ModelIntrigue
## ModeliQ
## ModelIS 200t ***
## ModelIS 250 ***
## ModelIS 250 C ***
## ModelIS 300 ***
## ModelIS 350 ***
## ModelIS 350 C ***
## ModelIS F ***
## ModelJ30 ***
## ModelJetta
## ModelJetta GLI
## ModelJetta Hybrid
## ModelJetta SportWagen
## ModelJimmy ***
## ModelJourney
## ModelJuke **
## ModelJusty ***
## ModelJX .
## ModelK900 ***
## ModelKizashi
## ModelLaCrosse ***
## ModelLancer ***
## ModelLancer Evolution .
## ModelLancer Sportback ***
## ModelLand Cruiser ***
## ModelLaser
## ModelLe Baron
## ModelLe Mans ***
## ModelLeaf
## ModelLegacy
## ModelLegend ***
## ModelLeSabre ***
## ModelLevante *
## ModelLFA ***
## ModelLHS
## ModelLoyale ***
## ModelLR2 ***
## ModelLR3 .
## ModelLR4 ***
## ModelLS **
## ModelLS 400 **
## ModelLS 430
## ModelLS 460
## ModelLS 600h L **
## ModelLSS
## ModelLTD Crown Victoria
## ModelLucerne ***
## ModelLumina ***
## ModelLumina Minivan ***
## ModelLX 450
## ModelLX 470 **
## ModelLX 570
## ModelM **
## ModelM-Class ***
## ModelM2
## ModelM3 **
## ModelM30 *
## ModelM35 *
## ModelM37
## ModelM4 ***
## ModelM45 **
## ModelM5 ***
## ModelM56 *
## ModelM6 ***
## ModelM6 Gran Coupe ***
## ModelMacan ***
## ModelMagnum
## ModelMalibu ***
## ModelMalibu Classic ***
## ModelMalibu Hybrid ***
## ModelMalibu Limited ***
## ModelMalibu Maxx ***
## ModelMark LT ***
## ModelMark VII ***
## ModelMark VIII ***
## ModelMatrix *
## ModelMaxima
## ModelMaybach
## ModelMazdaspeed 3
## ModelMazdaspeed 6 ***
## ModelMazdaspeed MX-5 Miata ***
## ModelMazdaspeed Protege **
## ModelMDX ***
## ModelMetris ***
## ModelMetro ***
## ModelMighty Max Pickup
## ModelMillenia ***
## ModelMirage ***
## ModelMirage G4 ***
## ModelMKC ***
## ModelMKS ***
## ModelMKT ***
## ModelMKX ***
## ModelMKZ ***
## ModelMKZ Hybrid *
## ModelML55 AMG ***
## ModelModel S
## ModelMonaco
## ModelMontana ***
## ModelMontana SV6 **
## ModelMonte Carlo ***
## ModelMontero
## ModelMontero Sport
## ModelMP4-12C
## ModelMPV ***
## ModelMR2 ***
## ModelMR2 Spyder ***
## ModelMulsanne .
## ModelMurano ***
## ModelMurano CrossCabriolet ***
## ModelMurcielago
## ModelMustang *
## ModelMustang SVT Cobra
## ModelMX-3 ***
## ModelMX-5 Miata ***
## ModelMX-6 ***
## ModelNavajo ***
## ModelNavigator
## ModelNeon
## ModelNew Beetle
## ModelNew Yorker
## ModelNinety-Eight
## ModelNitro
## ModelNSX ***
## ModelNV200
## ModelNX **
## ModelNX 200t ***
## ModelNX 300h ***
## ModelOdyssey
## ModelOptima
## ModelOptima Hybrid
## ModelOutback ***
## ModelOutlander *
## ModelOutlander Sport **
## ModelPacifica
## ModelPanamera
## ModelPark Avenue ***
## ModelPark Ward ***
## ModelPaseo ***
## ModelPassat
## ModelPassport
## ModelPathfinder *
## ModelPhaeton ***
## ModelPhantom ***
## ModelPhantom Coupe ***
## ModelPhantom Drophead Coupe ***
## ModelPickup ***
## ModelPilot
## ModelPrecis
## ModelPrelude
## ModelPrevia ***
## ModelPrius ***
## ModelPrius c **
## ModelPrius Prime ***
## ModelPrius v ***
## ModelPrizm ***
## ModelProbe
## ModelProtege **
## ModelProtege5 **
## ModelProwler ***
## ModelPT Cruiser
## ModelPulsar *
## ModelQ3
## ModelQ40 .
## ModelQ45 ***
## ModelQ5
## ModelQ50
## ModelQ60 Convertible
## ModelQ60 Coupe
## ModelQ7 .
## ModelQ70 *
## ModelQuattroporte
## ModelQuest
## ModelQX **
## ModelQX4 .
## ModelQX50 ***
## ModelQX56 ***
## ModelQX60 *
## ModelQX70 .
## ModelQX80 ***
## ModelR-Class ***
## ModelR32
## ModelR8 ***
## ModelRabbit
## ModelRaider **
## ModelRainier ***
## ModelRally Wagon ***
## ModelRAM 150
## ModelRAM 250
## ModelRam 50 Pickup
## ModelRam Cargo
## ModelRam Pickup 1500
## ModelRam Van
## ModelRam Wagon
## ModelRamcharger
## ModelRange Rover ***
## ModelRange Rover Evoque ***
## ModelRange Rover Sport
## ModelRanger
## ModelRapide
## ModelRapide S .
## ModelRAV4 ***
## ModelRAV4 EV ***
## ModelRAV4 Hybrid **
## ModelRC 200t ***
## ModelRC 300 ***
## ModelRC 350 ***
## ModelRC F ***
## ModelRDX ***
## ModelReatta
## ModelRegal *
## ModelRegency .
## ModelRendezvous *
## ModelReno ***
## ModelRidgeline ***
## ModelRio ***
## ModelRiviera .
## ModelRL
## ModelRLX
## ModelRoadmaster
## ModelRogue
## ModelRogue Select *
## ModelRondo *
## ModelRoutan .
## ModelRS 4 ***
## ModelRS 5 *
## ModelRS 7 ***
## ModelRSX ***
## ModelRX 300 ***
## ModelRX 330 ***
## ModelRX 350 ***
## ModelRX 400h ***
## ModelRX 450h ***
## ModelRX-7 ***
## ModelRX-8 ***
## ModelS-10 ***
## ModelS-10 Blazer ***
## ModelS-15 ***
## ModelS-15 Jimmy ***
## ModelS-Class ***
## ModelS2000
## ModelS3
## ModelS4 *
## ModelS40
## ModelS5 *
## ModelS6 **
## ModelS60
## ModelS60 Cross Country .
## ModelS7 **
## ModelS70
## ModelS8 ***
## ModelS80 *
## ModelS90 .
## ModelSafari ***
## ModelSafari Cargo ***
## ModelSamurai **
## ModelSanta Fe
## ModelSanta Fe Sport
## ModelSavana ***
## ModelSavana Cargo ***
## ModelSC 300 ***
## ModelSC 400 ***
## ModelSC 430
## ModelScoupe
## ModelSebring
## ModelSedona
## ModelSentra ***
## ModelSephia **
## ModelSequoia ***
## ModelSeville
## ModelShadow
## ModelShelby GT350
## ModelShelby GT500
## ModelSidekick
## ModelSienna ***
## ModelSierra 1500 ***
## ModelSierra 1500 Classic ***
## ModelSierra 1500 Hybrid ***
## ModelSierra 1500HD ***
## ModelSierra Classic 1500
## ModelSilhouette ***
## ModelSilver Seraph **
## ModelSilverado 1500 ***
## ModelSilverado 1500 Classic ***
## ModelSilverado 1500 Hybrid ***
## ModelSixty Special ***
## ModelSkylark
## ModelSL-Class ***
## ModelSLC-Class ***
## ModelSLK-Class ***
## ModelSLR McLaren ***
## ModelSLS AMG
## ModelSLS AMG GT
## ModelSLX ***
## ModelSolstice *
## ModelSonata .
## ModelSonata Hybrid **
## ModelSonic ***
## ModelSonoma ***
## ModelSorento ***
## ModelSoul ***
## ModelSoul EV
## ModelSpark ***
## ModelSpark EV ***
## ModelSpectra ***
## ModelSpirit
## ModelSportage
## ModelSportvan ***
## ModelSpyder
## ModelSQ5
## ModelSRT Viper *
## ModelSRX ***
## ModelSS ***
## ModelSSR ***
## ModelStanza **
## ModelStealth
## ModelStratus
## ModelSTS *
## ModelSTS-V .
## ModelSuburban ***
## ModelSunbird ***
## ModelSundance
## ModelSunfire ***
## ModelSuperamerica
## ModelSupersports Convertible ISR ***
## ModelSupra ***
## ModelSVX
## ModelSwift ***
## ModelSX4 ***
## ModelSyclone ***
## ModelT100 ***
## ModelTacoma **
## ModelTahoe ***
## ModelTahoe Hybrid ***
## ModelTahoe Limited/Z71 ***
## ModelTaurus
## ModelTaurus X
## ModeltC ***
## ModelTC
## ModelTempo
## ModelTercel ***
## ModelTerrain ***
## ModelTerraza ***
## ModelThunderbird
## ModelTiburon *
## ModelTiguan
## ModelTitan
## ModelTL *
## ModelTLX **
## ModelToronado
## ModelTorrent **
## ModelTouareg **
## ModelTouareg 2 *
## ModelTown and Country
## ModelTown Car
## ModelTracker ***
## ModelTrailBlazer ***
## ModelTrailBlazer EXT ***
## ModelTrans Sport
## ModelTransit Connect
## ModelTransit Wagon
## ModelTraverse ***
## ModelTrax ***
## ModelTribeca ***
## ModelTribute ***
## ModelTribute Hybrid ***
## ModelTruck ***
## ModelTSX **
## ModelTSX Sport Wagon *
## ModelTT *
## ModelTT RS *
## ModelTTS *
## ModelTucson
## ModelTundra **
## ModelTyphoon ***
## ModelUplander ***
## ModelV12 Vanquish **
## ModelV12 Vantage
## ModelV12 Vantage S ***
## ModelV40
## ModelV50
## ModelV60
## ModelV60 Cross Country *
## ModelV70
## ModelV8
## ModelV8 Vantage ***
## ModelV90
## ModelVan *
## ModelVanagon
## ModelVandura ***
## ModelVanquish *
## ModelVanwagon
## ModelVeloster ***
## ModelVenture ***
## ModelVenza ***
## ModelVeracruz
## ModelVerano
## ModelVerona *
## ModelVersa ***
## ModelVersa Note ***
## ModelVeyron 16.4
## ModelVibe
## ModelVigor ***
## ModelViper .
## ModelVirage
## ModelVitara *
## ModelVoyager
## ModelWindstar *
## ModelWindstar Cargo
## ModelWraith
## ModelWRX
## ModelX-90 .
## ModelX1 **
## ModelX3 .
## ModelX4
## ModelX5
## ModelX5 M
## ModelX6
## ModelX6 M
## ModelxA *
## ModelxB
## ModelXC
## ModelXC60 ***
## ModelXC70 ***
## ModelXC90
## ModelxD
## ModelXG300
## ModelXG350
## ModelXL-7
## ModelXL7
## ModelXLR ***
## ModelXLR-V ***
## ModelXT *
## ModelXT5 **
## ModelXterra
## ModelXTS
## ModelXV Crosstrek
## ModelYaris
## ModelYaris iA
## ModelYukon
## ModelYukon Denali *
## ModelYukon Hybrid
## ModelYukon XL
## ModelZ3 ***
## ModelZ4 ***
## ModelZ4 M *
## ModelZ8 ***
## ModelZDX
## Year1991
## Year1992
## Year1993
## Year1994
## Year1995
## Year1996 ***
## Year1997 ***
## Year1998 ***
## Year1999 ***
## Year2000 ***
## Year2001 ***
## Year2002 ***
## Year2003 ***
## Year2004 ***
## Year2005 ***
## Year2006 ***
## Year2007 ***
## Year2008 ***
## Year2009 ***
## Year2010 ***
## Year2011 ***
## Year2012 ***
## Year2013 ***
## Year2014 ***
## Year2015 ***
## Year2016 ***
## Year2017 ***
## Engine.Fuel.Typediesel *
## Engine.Fuel.Typeelectric ***
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)
## Engine.Fuel.Typeflex-fuel (unleaded/E85)
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) **
## Engine.Fuel.Typenatural gas **
## Engine.Fuel.Typepremium unleaded (recommended)
## Engine.Fuel.Typepremium unleaded (required)
## Engine.Fuel.Typeregular unleaded
## Engine.HP ***
## Engine.Cylinders **
## Transmission.TypeAUTOMATIC
## Transmission.TypeDIRECT_DRIVE
## Transmission.TypeMANUAL ***
## Transmission.TypeUNKNOWN **
## Driven_Wheelsfour wheel drive ***
## Driven_Wheelsfront wheel drive ***
## Driven_Wheelsrear wheel drive ***
## Number.of.Doors2 *
## Number.of.Doors3
## Number.of.Doors4
## Market.CategoryCrossover,Diesel
## Market.CategoryCrossover,Exotic,Luxury,High-Performance
## Market.CategoryCrossover,Exotic,Luxury,Performance
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance ***
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance ***
## Market.CategoryCrossover,Factory Tuner,Performance
## Market.CategoryCrossover,Flex Fuel
## Market.CategoryCrossover,Flex Fuel,Luxury **
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance **
## Market.CategoryCrossover,Flex Fuel,Performance **
## Market.CategoryCrossover,Hatchback
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance **
## Market.CategoryCrossover,Hatchback,Luxury
## Market.CategoryCrossover,Hatchback,Performance .
## Market.CategoryCrossover,Hybrid ***
## Market.CategoryCrossover,Luxury ***
## Market.CategoryCrossover,Luxury,Diesel ***
## Market.CategoryCrossover,Luxury,High-Performance ***
## Market.CategoryCrossover,Luxury,Hybrid ***
## Market.CategoryCrossover,Luxury,Performance ***
## Market.CategoryCrossover,Luxury,Performance,Hybrid
## Market.CategoryCrossover,Performance .
## Market.CategoryDiesel
## Market.CategoryDiesel,Luxury
## Market.CategoryExotic,Factory Tuner,High-Performance ***
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance
## Market.CategoryExotic,Factory Tuner,Luxury,Performance
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance
## Market.CategoryExotic,High-Performance ***
## Market.CategoryExotic,Luxury
## Market.CategoryExotic,Luxury,High-Performance
## Market.CategoryExotic,Luxury,Performance
## Market.CategoryExotic,Performance
## Market.CategoryFactory Tuner,High-Performance **
## Market.CategoryFactory Tuner,Luxury,High-Performance
## Market.CategoryFactory Tuner,Luxury,Performance
## Market.CategoryFactory Tuner,Performance
## Market.CategoryFlex Fuel .
## Market.CategoryFlex Fuel,Diesel
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance
## Market.CategoryFlex Fuel,Hybrid .
## Market.CategoryFlex Fuel,Luxury
## Market.CategoryFlex Fuel,Luxury,High-Performance
## Market.CategoryFlex Fuel,Luxury,Performance
## Market.CategoryFlex Fuel,Performance
## Market.CategoryFlex Fuel,Performance,Hybrid
## Market.CategoryHatchback
## Market.CategoryHatchback,Diesel
## Market.CategoryHatchback,Factory Tuner,High-Performance **
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance **
## Market.CategoryHatchback,Factory Tuner,Performance *
## Market.CategoryHatchback,Flex Fuel
## Market.CategoryHatchback,Hybrid
## Market.CategoryHatchback,Luxury
## Market.CategoryHatchback,Luxury,Hybrid
## Market.CategoryHatchback,Luxury,Performance
## Market.CategoryHatchback,Performance
## Market.CategoryHigh-Performance
## Market.CategoryHybrid ***
## Market.CategoryLuxury
## Market.CategoryLuxury,High-Performance
## Market.CategoryLuxury,High-Performance,Hybrid
## Market.CategoryLuxury,Hybrid
## Market.CategoryLuxury,Performance
## Market.CategoryLuxury,Performance,Hybrid
## Market.CategoryN/A
## Market.CategoryPerformance
## Vehicle.SizeLarge .
## Vehicle.SizeMidsize
## Vehicle.Style2dr SUV *
## Vehicle.Style4dr Hatchback
## Vehicle.Style4dr SUV *
## Vehicle.StyleCargo Minivan
## Vehicle.StyleCargo Van
## Vehicle.StyleConvertible ***
## Vehicle.StyleConvertible SUV
## Vehicle.StyleCoupe ***
## Vehicle.StyleCrew Cab Pickup ***
## Vehicle.StyleExtended Cab Pickup ***
## Vehicle.StylePassenger Minivan
## Vehicle.StylePassenger Van
## Vehicle.StyleRegular Cab Pickup
## Vehicle.StyleSedan
## Vehicle.StyleWagon
## highway.MPG
## city.mpg
## Popularity
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.08736 on 8526 degrees of freedom
## Multiple R-squared: 0.9944, Adjusted R-squared: 0.9937
## F-statistic: 1462 on 1033 and 8526 DF, p-value: < 2.2e-16reg.bwd=regsubsets(MSRP~.,data=train,method="backward",nvmax=15)## Warning in leaps.setup(x, y, wt = wt, nbest = nbest, nvmax = nvmax, force.in =
## force.in, : 52 linear dependencies found## Reordering variables and trying again:bics<-summary(reg.bwd)$bic
# Adjr2
adjr2<-summary(reg.fwd)$adjr2
plot(adjr2,type="l",ylab="Adjusted R-squared",xlab="# of predictors")
MallowCP <- summary(reg.fwd)$cp
plot(MallowCP,type="l",ylab="Mallow's CP",xlab="# of predictors")
#Linear Regression Model
edaModel <- lm(MSRP~Engine.HP+Vehicle.Style+Engine.Cylinders,data=carData)
summary(edaModel)##
## Call:
## lm(formula = MSRP ~ Engine.HP + Vehicle.Style + Engine.Cylinders,
## data = carData)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.8692 -0.1860 0.1606 0.4152 3.3937
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.7964645 0.0377681 232.907 < 2e-16 ***
## Engine.HP 0.0094268 0.0001082 87.103 < 2e-16 ***
## Vehicle.Style2dr SUV -0.6808094 0.0718134 -9.480 < 2e-16 ***
## Vehicle.Style4dr Hatchback 0.4315175 0.0431302 10.005 < 2e-16 ***
## Vehicle.Style4dr SUV 0.4460832 0.0366967 12.156 < 2e-16 ***
## Vehicle.StyleCargo Minivan 0.5003414 0.0936427 5.343 9.31e-08 ***
## Vehicle.StyleCargo Van -0.3153413 0.0836210 -3.771 0.000163 ***
## Vehicle.StyleConvertible 0.3975182 0.0433132 9.178 < 2e-16 ***
## Vehicle.StyleConvertible SUV 0.0328052 0.1410294 0.233 0.816066
## Vehicle.StyleCoupe -0.0569142 0.0407750 -1.396 0.162797
## Vehicle.StyleCrew Cab Pickup 0.3836757 0.0446979 8.584 < 2e-16 ***
## Vehicle.StyleExtended Cab Pickup -0.0123132 0.0450690 -0.273 0.784698
## Vehicle.StylePassenger Minivan 0.2921027 0.0491540 5.943 2.88e-09 ***
## Vehicle.StylePassenger Van 0.2525962 0.0739392 3.416 0.000637 ***
## Vehicle.StyleRegular Cab Pickup -0.3716062 0.0502175 -7.400 1.45e-13 ***
## Vehicle.StyleSedan 0.2198241 0.0358612 6.130 9.07e-10 ***
## Vehicle.StyleWagon 0.2266540 0.0447910 5.060 4.25e-07 ***
## Engine.Cylinders -0.2215210 0.0066132 -33.497 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.7385 on 11896 degrees of freedom
## Multiple R-squared: 0.5547, Adjusted R-squared: 0.5541
## F-statistic: 871.7 on 17 and 11896 DF, p-value: < 2.2e-16plot(edaModel)
ols_plot_resid_fit(edaModel)
ols_plot_resid_lev(edaModel)
ols_plot_resid_qq(edaModel)
ols_plot_resid_hist(edaModel)
ols_plot_cooksd_bar(edaModel)
p <- predict(edaModel, cvr)
error <- (p- cvr$MSRP)
RMSE_Model <- sqrt(mean(error^2))
ptest <- predict(edaModel, test)
error1 <- (ptest- cvr$MSRP)## Warning in ptest - cvr$MSRP: longer object length is not a multiple of shorter
## object lengthRMSE_NewData <- sqrt(mean(error1^2))
Method <- c("Train/Test Split")
ModelRMSE <- c(RMSE_Model)
RMSENewData <- c(RMSE_NewData)
table1 <- data.frame(Method, ModelRMSE, RMSENewData)
kable(table1) %>% kable_styling(c("striped", "bordered")) %>%column_spec(2:3, border_left = T)| Method | ModelRMSE | RMSENewData |
|---|---|---|
| Train/Test Split | 0.7506267 | 1.365992 |
#Full model
fullModel <- lm(MSRP~.,data = carData)
summary(fullModel)##
## Call:
## lm(formula = MSRP ~ ., data = carData)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.57608 -0.05225 -0.00116 0.05020 0.76239
##
## Coefficients: (49 not defined because of singularities)
## Estimate
## (Intercept) 7.833e+00
## MakeAlfa Romeo 1.486e-01
## MakeAston Martin 7.464e-01
## MakeAudi -5.616e-01
## MakeBentley 1.382e+00
## MakeBMW -2.879e-01
## MakeBugatti 2.083e+00
## MakeBuick -5.076e-01
## MakeCadillac -2.376e-02
## MakeChevrolet 3.631e-01
## MakeChrysler -5.945e-01
## MakeDodge -5.120e-01
## MakeFerrari 1.017e+00
## MakeFIAT -5.362e-01
## MakeFord -4.011e-01
## MakeGenesis -2.853e-01
## MakeGMC 1.349e-02
## MakeHonda -2.869e-01
## MakeHUMMER -8.220e-01
## MakeHyundai -3.204e-01
## MakeInfiniti -2.726e-01
## MakeKia -5.002e-01
## MakeLamborghini 2.499e+00
## MakeLand Rover 1.074e-01
## MakeLexus 1.751e-01
## MakeLincoln -2.809e-01
## MakeLotus 1.587e-01
## MakeMaserati 5.971e-01
## MakeMaybach 2.596e+00
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## MakePontiac -6.328e-01
## MakePorsche 4.791e-01
## MakeRolls-Royce 1.186e+00
## MakeSaab -6.392e-01
## MakeScion -7.491e-01
## MakeSpyker 1.007e+00
## MakeSubaru -5.374e-01
## MakeSuzuki -4.185e-01
## MakeTesla 1.948e-01
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## Model1 Series M 5.921e-02
## Model100 1.495e-01
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## Model3000GT 4.520e-01
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## Model4C NA
## Model4Runner 5.517e-01
## Model5 3.164e-01
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## Model500e 6.073e-02
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## Model550 2.609e-03
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## ModelC8 NA
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## ModelCadenza 2.055e-01
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## ModelCalifornia -4.048e-01
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## ModelIntrepid 5.820e-02
## ModelIntrigue 2.150e-02
## ModeliQ 1.905e-02
## ModelIS 200t -4.038e-01
## ModelIS 250 -3.433e-01
## ModelIS 250 C -3.650e-01
## ModelIS 300 -4.437e-01
## ModelIS 350 -4.592e-01
## ModelIS 350 C -4.424e-01
## ModelIS F -2.988e-01
## ModelJ30 -2.962e-01
## ModelJetta -1.997e-02
## ModelJetta GLI 6.968e-02
## ModelJetta Hybrid 6.924e-03
## ModelJetta SportWagen 7.029e-02
## ModelJimmy -3.605e-01
## ModelJourney 1.119e-02
## ModelJuke -1.618e-01
## ModelJusty 3.532e-01
## ModelJX -2.438e-01
## ModelK900 3.796e-01
## ModelKizashi -2.912e-02
## ModelLaCrosse 1.577e-01
## ModelLancer -4.300e-01
## ModelLancer Evolution -1.606e-01
## ModelLancer Sportback -4.188e-01
## ModelLand Cruiser 1.035e+00
## ModelLandaulet NA
## ModelLaser 1.663e-01
## ModelLe Baron 1.998e-01
## ModelLe Mans 4.726e-01
## ModelLeaf 2.335e-02
## ModelLegacy 6.653e-03
## ModelLegend -4.145e-01
## ModelLeSabre 2.801e-01
## ModelLevante -4.025e-01
## ModelLFA 1.439e+00
## ModelLHS -7.773e-02
## ModelLoyale 3.176e-01
## ModelLR2 -6.677e-01
## ModelLR3 -1.019e-01
## ModelLR4 -1.240e-01
## ModelLS 1.740e-01
## ModelLS 400 -2.154e-01
## ModelLS 430 1.616e-02
## ModelLS 460 1.816e-02
## ModelLS 600h L 3.075e-01
## ModelLSS -8.582e-02
## ModelLTD Crown Victoria 1.293e-02
## ModelLucerne 3.350e-01
## ModelLumina -9.566e-01
## ModelLumina Minivan -6.975e-01
## ModelLX 450 -1.274e-01
## ModelLX 470 2.455e-01
## ModelLX 570 9.754e-02
## ModelM 1.763e-01
## ModelM-Class -1.206e+00
## ModelM2 3.235e-02
## ModelM3 1.904e-01
## ModelM30 -2.160e-01
## ModelM35 1.752e-01
## ModelM37 1.340e-01
## ModelM4 1.930e-01
## ModelM4 GTS 7.332e-01
## ModelM45 2.520e-01
## ModelM5 2.750e-01
## ModelM56 2.225e-01
## ModelM6 4.214e-01
## ModelM6 Gran Coupe 4.841e-01
## ModelMacan -8.335e-01
## ModelMagnum 8.183e-02
## ModelMalibu -8.658e-01
## ModelMalibu Classic -9.779e-01
## ModelMalibu Hybrid -9.170e-01
## ModelMalibu Limited -8.793e-01
## ModelMalibu Maxx -9.051e-01
## ModelMark LT -7.330e-02
## ModelMark VII -3.074e-01
## ModelMark VIII -4.204e-01
## ModelMatrix 1.620e-01
## ModelMaxima 1.083e-01
## ModelMaybach 3.060e-02
## ModelMazdaspeed 3 2.107e-01
## ModelMazdaspeed 6 4.768e-01
## ModelMazdaspeed MX-5 Miata 4.061e-01
## ModelMazdaspeed Protege 3.405e-01
## ModelMDX -3.893e-01
## ModelMetris -1.292e+00
## ModelMetro -8.225e-01
## ModelMighty Max Pickup -9.304e-03
## ModelMillenia 5.860e-01
## ModelMirage -6.153e-01
## ModelMirage G4 -5.483e-01
## ModelMKC -2.201e-01
## ModelMKS -7.493e-02
## ModelMKT -3.621e-01
## ModelMKX -2.048e-01
## ModelMKZ 1.013e-01
## ModelMKZ Hybrid 1.276e-01
## ModelML55 AMG -9.166e-01
## ModelModel S NA
## ModelMonaco 1.867e-01
## ModelMontana 3.604e-01
## ModelMontana SV6 2.633e-01
## ModelMonte Carlo -8.415e-01
## ModelMontero 1.793e-01
## ModelMontero Sport 2.750e-02
## ModelMP4-12C NA
## ModelMPV 4.762e-01
## ModelMR2 4.070e-01
## ModelMR2 Spyder 3.281e-01
## ModelMulsanne 6.250e-02
## ModelMurano 2.109e-01
## ModelMurano CrossCabriolet 3.985e-01
## ModelMurcielago -1.424e+00
## ModelMustang -2.152e-01
## ModelMustang SVT Cobra 1.702e-01
## ModelMX-3 6.701e-01
## ModelMX-5 Miata 3.363e-01
## ModelMX-6 4.635e-01
## ModelNavajo 6.544e-01
## ModelNavigator 4.122e-01
## ModelNeon -1.185e-01
## ModelNew Beetle 2.270e-02
## ModelNew Yorker 9.175e-02
## ModelNinety-Eight -3.863e-02
## ModelNitro -3.606e-02
## ModelNSX 7.967e-01
## ModelNV200 7.311e-03
## ModelNX 2.600e-01
## ModelNX 200t -7.515e-01
## ModelNX 300h -7.550e-01
## ModelOdyssey 8.606e-03
## ModelOmni 2.999e-01
## ModelOptima 2.548e-02
## ModelOptima Hybrid -6.557e-02
## ModelOutback 1.453e-01
## ModelOutlander -2.524e-01
## ModelOutlander Sport -3.505e-01
## ModelPacifica 2.079e-01
## ModelPanamera NA
## ModelPark Avenue 4.764e-01
## ModelPark Ward 5.652e-01
## ModelPaseo 4.439e-01
## ModelPassat 1.392e-01
## ModelPassport 4.816e-02
## ModelPathfinder 1.462e-01
## ModelPhaeton 8.606e-01
## ModelPhantom 6.464e-01
## ModelPhantom Coupe 6.071e-01
## ModelPhantom Drophead Coupe 5.735e-01
## ModelPickup 5.685e-01
## ModelPilot 1.185e-03
## ModelPrecis 8.696e-02
## ModelPrelude 2.133e-02
## ModelPrevia 3.928e-01
## ModelPrius 4.138e-01
## ModelPrius c 2.337e-01
## ModelPrius Prime 5.114e-01
## ModelPrius v 2.789e-01
## ModelPrizm -9.197e-01
## ModelProbe 5.853e-02
## ModelProtege 2.399e-01
## ModelProtege5 3.335e-01
## ModelProwler 1.043e+00
## ModelPT Cruiser 3.466e-02
## ModelPulsar 3.030e-01
## ModelQ3 -1.420e-02
## ModelQ40 -2.065e-01
## ModelQ45 4.128e-01
## ModelQ5 1.438e-01
## ModelQ50 -5.134e-04
## ModelQ60 Convertible 1.012e-01
## ModelQ60 Coupe 2.345e-02
## ModelQ7 2.332e-01
## ModelQ70 1.709e-01
## ModelQuattroporte -3.262e-02
## ModelQuest 1.379e-01
## ModelQX 2.733e-01
## ModelQX4 1.764e-01
## ModelQX50 -5.162e-01
## ModelQX56 3.219e-01
## ModelQX60 -2.614e-01
## ModelQX70 -2.412e-01
## ModelQX80 3.023e-01
## ModelR-Class -1.248e+00
## ModelR32 1.909e-01
## ModelR8 1.177e+00
## ModelRabbit -1.615e-01
## ModelRaider -3.250e-01
## ModelRainier 3.236e-01
## ModelRally Wagon -3.906e-01
## ModelRAM 150 1.061e-01
## ModelRAM 250 1.156e-01
## ModelRam 50 Pickup 2.934e-01
## ModelRam Cargo 4.117e-02
## ModelRam Pickup 1500 4.531e-03
## ModelRam Van -4.432e-02
## ModelRam Wagon 5.806e-02
## ModelRamcharger 1.588e-01
## ModelRange Rover 3.330e-01
## ModelRange Rover Evoque -4.235e-01
## ModelRange Rover Sport NA
## ModelRanger -1.352e-01
## ModelRapide 7.221e-02
## ModelRapide S -1.493e-01
## ModelRAV4 3.812e-01
## ModelRAV4 EV 6.342e-01
## ModelRAV4 Hybrid 2.550e-01
## ModelRC 200t -3.697e-01
## ModelRC 300 -4.038e-01
## ModelRC 350 -4.365e-01
## ModelRC F -4.393e-01
## ModelRDX -6.199e-01
## ModelReatta 1.747e-02
## ModelRegal 6.190e-02
## ModelRegency -1.536e-01
## ModelRendezvous 2.193e-01
## ModelReno -3.575e-01
## ModelReventon NA
## ModelRidgeline -2.492e-01
## ModelRio -3.136e-01
## ModelRiviera -1.112e-01
## ModelRL -1.375e-02
## ModelRLX -1.348e-02
## ModelRoadmaster -6.528e-02
## ModelRogue 5.776e-02
## ModelRogue Select -1.486e-01
## ModelRondo -1.228e-01
## ModelRoutan 3.189e-01
## ModelRS 4 5.989e-01
## ModelRS 5 3.798e-01
## ModelRS 6 7.554e-01
## ModelRS 7 6.426e-01
## ModelRSX -5.639e-01
## ModelRX 300 -5.653e-01
## ModelRX 330 -5.760e-01
## ModelRX 350 -6.212e-01
## ModelRX 400h -6.573e-01
## ModelRX 450h -7.131e-01
## ModelRX-7 1.731e+00
## ModelRX-8 4.654e-01
## ModelS-10 -8.640e-01
## ModelS-10 Blazer -6.257e-01
## ModelS-15 -2.690e-01
## ModelS-15 Jimmy -2.574e-01
## ModelS-Class -3.876e-01
## ModelS2000 NA
## ModelS3 2.089e-01
## ModelS4 3.306e-01
## ModelS40 4.209e-02
## ModelS5 4.068e-01
## ModelS6 4.420e-01
## ModelS60 1.301e-01
## ModelS60 Cross Country 2.742e-01
## ModelS7 5.206e-01
## ModelS70 -1.558e-01
## ModelS8 6.902e-01
## ModelS80 2.612e-01
## ModelS90 2.256e-01
## ModelSafari -4.109e-01
## ModelSafari Cargo -3.654e-01
## ModelSamurai 2.605e-01
## ModelSanta Fe -3.965e-02
## ModelSanta Fe Sport -8.226e-02
## ModelSavana -2.932e-01
## ModelSavana Cargo -3.658e-01
## ModelSC 300 -3.882e-01
## ModelSC 400 -4.175e-01
## ModelSC 430 NA
## ModelScoupe 9.142e-02
## ModelSebring 2.024e-01
## ModelSedona 9.538e-02
## ModelSentra -1.437e-01
## ModelSephia -1.754e-01
## ModelSequoia 7.010e-01
## ModelSeville 1.007e-01
## ModelShadow 2.537e-01
## ModelShelby GT350 2.999e-04
## ModelShelby GT500 -1.452e-01
## ModelSidekick 8.158e-02
## ModelSienna 4.263e-01
## ModelSierra 1500 -3.795e-01
## ModelSierra 1500 Classic -5.010e-01
## ModelSierra 1500 Hybrid -5.512e-01
## ModelSierra 1500HD -4.729e-01
## ModelSierra C3 -2.153e-01
## ModelSierra Classic 1500 1.749e-02
## ModelSigma -9.072e-02
## ModelSilhouette 3.260e-01
## ModelSilver Seraph 4.146e-01
## ModelSilverado 1500 -7.489e-01
## ModelSilverado 1500 Classic -8.572e-01
## ModelSilverado 1500 Hybrid -9.096e-01
## ModelSixty Special -4.977e-01
## ModelSkylark 6.622e-02
## ModelSL-Class -5.241e-01
## ModelSLC-Class -1.104e+00
## ModelSLK-Class -1.013e+00
## ModelSLR McLaren 8.358e-01
## ModelSLS AMG -5.484e-02
## ModelSLS AMG GT -9.502e-03
## ModelSLS AMG GT Final Edition NA
## ModelSLX -4.033e-01
## ModelSolstice 1.011e-01
## ModelSonata -1.698e-01
## ModelSonata Hybrid -2.530e-01
## ModelSonic -1.084e+00
## ModelSonoma -5.663e-01
## ModelSorento 1.446e-01
## ModelSoul -2.330e-01
## ModelSoul EV 8.607e-02
## ModelSpark -1.224e+00
## ModelSpark EV -1.273e+00
## ModelSpectra -2.122e-01
## ModelSpirit 2.709e-01
## ModelSportage NA
## ModelSportvan -7.474e-01
## ModelSpyder -1.479e-01
## ModelSQ5 3.089e-02
## ModelSRT Viper 3.795e-01
## ModelSRX -4.310e-01
## ModelSS -7.463e-01
## ModelSSR -4.917e-01
## ModelStanza 2.555e-01
## ModelStealth 2.057e-01
## ModelStratus 4.260e-02
## ModelSTS 7.226e-02
## ModelSTS-V 1.027e-01
## ModelSuburban -3.463e-01
## ModelSunbird 3.766e-01
## ModelSundance 2.836e-01
## ModelSunfire -2.115e-01
## ModelSuperamerica NA
## ModelSupersports Convertible ISR -3.453e-01
## ModelSupra 2.319e+00
## ModelSVX -1.026e-02
## ModelSwift -3.024e-01
## ModelSX4 -3.188e-01
## ModelSyclone 3.873e-01
## ModelT100 5.850e-01
## ModelTacoma 1.911e-01
## ModelTahoe -3.794e-01
## ModelTahoe Hybrid -4.860e-01
## ModelTahoe Limited/Z71 -6.733e-01
## ModelTaurus -8.654e-02
## ModelTaurus X -3.744e-03
## ModeltC 1.771e-01
## ModelTC 4.152e-02
## ModelTempo 1.957e-01
## ModelTercel 4.565e-01
## ModelTerrain -3.430e-01
## ModelTerraza 2.758e-01
## ModelThunderbird 1.278e-01
## ModelTiburon -1.761e-01
## ModelTiguan 1.662e-01
## ModelTitan 7.544e-03
## ModelTL -2.455e-01
## ModelTLX -2.923e-01
## ModelToronado NA
## ModelTorrent 1.966e-01
## ModelTouareg 4.833e-01
## ModelTouareg 2 3.829e-01
## ModelTown and Country 2.953e-01
## ModelTown Car 3.849e-01
## ModelTracker -8.200e-01
## ModelTrailBlazer -7.285e-01
## ModelTrailBlazer EXT -6.717e-01
## ModelTrans Sport 8.602e-02
## ModelTransit Connect -5.124e-02
## ModelTransit Wagon 1.774e-01
## ModelTraverse -6.806e-01
## ModelTrax -8.989e-01
## ModelTribeca 2.021e-01
## ModelTribute 4.252e-01
## ModelTribute Hybrid 5.221e-01
## ModelTruck 3.272e-01
## ModelTSX -2.878e-01
## ModelTSX Sport Wagon -2.582e-01
## ModelTT 3.236e-01
## ModelTT RS 4.292e-01
## ModelTTS 3.761e-01
## ModelTucson -1.649e-01
## ModelTundra 1.991e-01
## ModelTyphoon 5.633e-01
## ModelUplander -7.896e-01
## ModelV12 Vanquish 2.302e-01
## ModelV12 Vantage -5.969e-02
## ModelV12 Vantage S -3.205e-01
## ModelV40 8.876e-02
## ModelV50 7.976e-02
## ModelV60 1.749e-01
## ModelV60 Cross Country -1.172e-01
## ModelV70 1.326e-01
## ModelV8 -5.344e-02
## ModelV8 Vantage -4.384e-01
## ModelV90 -1.508e-01
## ModelVan 2.563e-01
## ModelVanagon 2.859e-01
## ModelVandura -3.800e-01
## ModelVanquish 1.469e-01
## ModelVanwagon NA
## ModelVeloster -3.217e-01
## ModelVenture -6.535e-01
## ModelVenza 3.916e-01
## ModelVeracruz 4.907e-03
## ModelVerano NA
## ModelVerona -1.031e-01
## ModelVersa -3.835e-01
## ModelVersa Note -2.761e-01
## ModelVeyron 16.4 NA
## ModelVibe NA
## ModelVigor -3.643e-01
## ModelViper 3.060e-01
## ModelVirage NA
## ModelVitara -1.137e-01
## ModelVoyager 2.359e-02
## ModelWindstar 1.851e-01
## ModelWindstar Cargo NA
## ModelWraith NA
## ModelWRX 2.224e-02
## ModelX-90 1.671e-01
## ModelX1 -3.901e-01
## ModelX3 -2.120e-01
## ModelX4 -1.706e-01
## ModelX5 -6.000e-03
## ModelX5 M -5.451e-02
## ModelX6 8.388e-02
## ModelX6 M -2.067e-02
## ModelxA -9.059e-02
## ModelxB 5.150e-02
## ModelXC -4.664e-03
## ModelXC60 -9.843e-02
## ModelXC70 -1.556e-01
## ModelXC90 NA
## ModelxD NA
## ModelXG300 3.750e-02
## ModelXG350 NA
## ModelXL-7 5.856e-02
## ModelXL7 NA
## ModelXLR 4.135e-01
## ModelXLR-V 2.582e-01
## ModelXT 2.272e-01
## ModelXT5 -3.910e-01
## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
## ModelYaris -2.491e-02
## ModelYaris iA NA
## ModelYukon -3.785e-02
## ModelYukon Denali -2.924e-01
## ModelYukon Hybrid 2.106e-02
## ModelYukon XL NA
## ModelZ3 2.110e-01
## ModelZ4 2.312e-01
## ModelZ4 M 1.672e-01
## ModelZ8 1.192e+00
## ModelZDX NA
## ModelZephyr NA
## Year1991 -4.670e-03
## Year1992 -1.033e-02
## Year1993 -1.911e-03
## Year1994 1.721e-03
## Year1995 3.639e-02
## Year1996 9.093e-02
## Year1997 1.128e-01
## Year1998 1.804e-01
## Year1999 2.569e-01
## Year2000 3.076e-01
## Year2001 2.387e+00
## Year2002 2.411e+00
## Year2003 2.446e+00
## Year2004 2.450e+00
## Year2005 2.465e+00
## Year2006 2.456e+00
## Year2007 2.472e+00
## Year2008 2.496e+00
## Year2009 2.528e+00
## Year2010 2.539e+00
## Year2011 2.546e+00
## Year2012 2.568e+00
## Year2013 2.586e+00
## Year2014 2.605e+00
## Year2015 2.626e+00
## Year2016 2.639e+00
## Year2017 2.644e+00
## Engine.Fuel.Typediesel 2.106e-01
## Engine.Fuel.Typeelectric 7.665e-01
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85) 8.866e-02
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85) 4.660e-02
## Engine.Fuel.Typeflex-fuel (unleaded/E85) 4.262e-02
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) 2.404e-01
## Engine.Fuel.Typenatural gas 3.909e-01
## Engine.Fuel.Typepremium unleaded (recommended) 7.371e-02
## Engine.Fuel.Typepremium unleaded (required) 4.844e-02
## Engine.Fuel.Typeregular unleaded 3.535e-02
## Engine.HP 1.476e-03
## Engine.Cylinders 8.864e-03
## Transmission.TypeAUTOMATIC -1.404e-02
## Transmission.TypeDIRECT_DRIVE -8.073e-02
## Transmission.TypeMANUAL -6.891e-02
## Transmission.TypeUNKNOWN 1.254e-01
## Driven_Wheelsfour wheel drive 2.696e-02
## Driven_Wheelsfront wheel drive -5.785e-02
## Driven_Wheelsrear wheel drive -5.519e-02
## Number.of.Doors2 -9.991e-02
## Number.of.Doors3 -7.322e-02
## Number.of.Doors4 -4.244e-02
## Market.CategoryCrossover,Diesel 3.437e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 2.548e-02
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance 5.509e-01
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 5.052e-01
## Market.CategoryCrossover,Factory Tuner,Performance 6.345e-02
## Market.CategoryCrossover,Flex Fuel -1.005e-02
## Market.CategoryCrossover,Flex Fuel,Luxury 3.284e-01
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance 4.155e-01
## Market.CategoryCrossover,Flex Fuel,Performance 7.616e-02
## Market.CategoryCrossover,Hatchback 7.326e-03
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 2.348e-01
## Market.CategoryCrossover,Hatchback,Luxury NA
## Market.CategoryCrossover,Hatchback,Performance 1.392e-01
## Market.CategoryCrossover,Hybrid 1.709e-01
## Market.CategoryCrossover,Luxury 3.550e-01
## Market.CategoryCrossover,Luxury,Diesel 3.246e-01
## Market.CategoryCrossover,Luxury,High-Performance 5.729e-01
## Market.CategoryCrossover,Luxury,Hybrid 5.393e-01
## Market.CategoryCrossover,Luxury,Performance 3.773e-01
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
## Market.CategoryCrossover,Performance 3.641e-02
## Market.CategoryDiesel -4.540e-02
## Market.CategoryDiesel,Luxury -4.936e-03
## Market.CategoryExotic,Factory Tuner,High-Performance 3.990e-01
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance 3.080e-02
## Market.CategoryExotic,Factory Tuner,Luxury,Performance 3.533e-02
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance -2.204e-02
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance -8.967e-02
## Market.CategoryExotic,High-Performance 3.082e-01
## Market.CategoryExotic,Luxury -3.191e-02
## Market.CategoryExotic,Luxury,High-Performance -4.603e-02
## Market.CategoryExotic,Luxury,High-Performance,Hybrid -2.214e-01
## Market.CategoryExotic,Luxury,Performance NA
## Market.CategoryExotic,Performance NA
## Market.CategoryFactory Tuner,High-Performance 1.034e-01
## Market.CategoryFactory Tuner,Luxury -8.567e-02
## Market.CategoryFactory Tuner,Luxury,High-Performance 1.575e-01
## Market.CategoryFactory Tuner,Luxury,Performance 5.496e-02
## Market.CategoryFactory Tuner,Performance 4.039e-02
## Market.CategoryFlex Fuel -1.048e-01
## Market.CategoryFlex Fuel,Diesel -3.803e-02
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance 2.236e-01
## Market.CategoryFlex Fuel,Hybrid 1.319e-01
## Market.CategoryFlex Fuel,Luxury -1.747e-02
## Market.CategoryFlex Fuel,Luxury,High-Performance 6.994e-02
## Market.CategoryFlex Fuel,Luxury,Performance 7.028e-02
## Market.CategoryFlex Fuel,Performance -3.797e-02
## Market.CategoryFlex Fuel,Performance,Hybrid -8.930e-02
## Market.CategoryHatchback -1.564e-02
## Market.CategoryHatchback,Diesel -2.190e-03
## Market.CategoryHatchback,Factory Tuner,High-Performance 2.114e-01
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance 2.741e-01
## Market.CategoryHatchback,Factory Tuner,Performance 8.952e-02
## Market.CategoryHatchback,Flex Fuel -2.703e-02
## Market.CategoryHatchback,Hybrid NA
## Market.CategoryHatchback,Luxury 1.292e-01
## Market.CategoryHatchback,Luxury,Hybrid NA
## Market.CategoryHatchback,Luxury,Performance 1.464e-01
## Market.CategoryHatchback,Performance 4.944e-02
## Market.CategoryHigh-Performance 5.369e-04
## Market.CategoryHybrid 1.764e-01
## Market.CategoryLuxury 4.460e-03
## Market.CategoryLuxury,High-Performance 3.015e-02
## Market.CategoryLuxury,High-Performance,Hybrid 5.446e-02
## Market.CategoryLuxury,Hybrid 5.349e-02
## Market.CategoryLuxury,Performance 2.396e-02
## Market.CategoryLuxury,Performance,Hybrid 7.171e-02
## Market.CategoryN/A -6.091e-02
## Market.CategoryPerformance 7.740e-03
## Market.CategoryPerformance,Hybrid 1.013e-02
## Vehicle.SizeLarge 2.345e-02
## Vehicle.SizeMidsize -1.190e-02
## Vehicle.Style2dr SUV -6.386e-02
## Vehicle.Style4dr Hatchback -1.739e-02
## Vehicle.Style4dr SUV -4.873e-02
## Vehicle.StyleCargo Minivan -5.929e-02
## Vehicle.StyleCargo Van -6.154e-03
## Vehicle.StyleConvertible 2.056e-01
## Vehicle.StyleConvertible SUV NA
## Vehicle.StyleCoupe 8.166e-02
## Vehicle.StyleCrew Cab Pickup 1.504e-01
## Vehicle.StyleExtended Cab Pickup 5.646e-02
## Vehicle.StylePassenger Minivan 3.900e-02
## Vehicle.StylePassenger Van NA
## Vehicle.StyleRegular Cab Pickup NA
## Vehicle.StyleSedan -6.067e-03
## Vehicle.StyleWagon NA
## highway.MPG -8.382e-05
## city.mpg -1.074e-03
## Popularity NA
## Std. Error
## (Intercept) 9.656e-02
## MakeAlfa Romeo 8.599e-02
## MakeAston Martin 8.556e-02
## MakeAudi 1.600e-01
## MakeBentley 1.138e-01
## MakeBMW 7.846e-02
## MakeBugatti 8.206e-02
## MakeBuick 5.792e-02
## MakeCadillac 7.791e-02
## MakeChevrolet 8.137e-02
## MakeChrysler 1.777e-01
## MakeDodge 1.826e-01
## MakeFerrari 8.758e-02
## MakeFIAT 4.939e-02
## MakeFord 8.707e-02
## MakeGenesis 9.135e-02
## MakeGMC 6.087e-02
## MakeHonda 6.366e-02
## MakeHUMMER 1.170e-01
## MakeHyundai 6.519e-02
## MakeInfiniti 9.404e-02
## MakeKia 4.851e-02
## MakeLamborghini 1.065e-01
## MakeLand Rover 7.997e-02
## MakeLexus 9.100e-02
## MakeLincoln 1.158e-01
## MakeLotus 6.926e-02
## MakeMaserati 1.671e-01
## MakeMaybach 8.013e-02
## MakeMazda 6.952e-02
## MakeMcLaren 8.637e-02
## MakeMercedes-Benz 8.565e-02
## MakeMitsubishi 9.878e-02
## MakeNissan 5.870e-02
## MakeOldsmobile 7.333e-02
## MakePlymouth 1.803e-01
## MakePontiac 6.131e-02
## MakePorsche 7.835e-02
## MakeRolls-Royce 7.838e-02
## MakeSaab 8.801e-02
## MakeScion 6.076e-02
## MakeSpyker 7.802e-02
## MakeSubaru 5.054e-02
## MakeSuzuki 4.530e-02
## MakeTesla 7.947e-02
## MakeToyota 8.278e-02
## MakeVolkswagen 1.808e-01
## MakeVolvo 1.101e-01
## Model1 Series M 9.103e-02
## Model100 1.733e-01
## Model124 Spider 7.207e-02
## Model190-Class 1.117e-01
## Model2 5.761e-02
## Model2 Series 3.238e-02
## Model200 1.759e-01
## Model200SX 5.389e-02
## Model240 1.310e-01
## Model240SX 5.458e-02
## Model3 5.243e-02
## Model3 Series 3.007e-02
## Model3 Series Gran Turismo 4.858e-02
## Model300 1.776e-01
## Model300-Class 1.073e-01
## Model3000GT 9.959e-02
## Model300M 1.835e-01
## Model300ZX 5.294e-02
## Model323 8.005e-02
## Model350-Class 1.168e-01
## Model350Z 4.238e-02
## Model360 6.757e-02
## Model370Z 3.953e-02
## Model4 Series 3.014e-02
## Model4 Series Gran Coupe 3.477e-02
## Model400-Class 1.148e-01
## Model420-Class 1.241e-01
## Model456M 7.275e-02
## Model458 Italia 7.218e-02
## Model4C NA
## Model4Runner 7.115e-02
## Model5 8.386e-02
## Model5 Series 3.527e-02
## Model5 Series Gran Turismo 4.606e-02
## Model500 5.401e-02
## Model500-Class 1.101e-01
## Model500e 9.308e-02
## Model500L 5.517e-02
## Model500X NA
## Model550 8.897e-02
## Model560-Class 1.160e-01
## Model57 7.436e-02
## Model570S 1.073e-01
## Model575M 7.224e-02
## Model599 7.564e-02
## Model6 5.478e-02
## Model6 Series 3.104e-02
## Model6 Series Gran Coupe 3.749e-02
## Model600-Class 1.147e-01
## Model6000 5.726e-02
## Model612 Scaglietti 8.257e-02
## Model62 7.436e-02
## Model626 6.168e-02
## Model650S Coupe 1.073e-01
## Model650S Spider 1.074e-01
## Model7 Series 3.531e-02
## Model718 Cayman 6.682e-02
## Model740 1.295e-01
## Model760 1.382e-01
## Model780 1.430e-01
## Model8 Series 5.143e-02
## Model80 1.754e-01
## Model850 1.271e-01
## Model86 8.834e-02
## Model9-2X 6.470e-02
## Model9-3 5.064e-02
## Model9-3 Griffin 5.768e-02
## Model9-4X 1.351e-01
## Model9-5 5.478e-02
## Model9-7X 6.264e-02
## Model90 1.737e-01
## Model900 3.766e-02
## Model9000 NA
## Model911 2.683e-02
## Model928 6.999e-02
## Model929 8.424e-02
## Model940 1.288e-01
## Model944 6.395e-02
## Model960 1.310e-01
## Model968 5.463e-02
## ModelA3 1.688e-01
## ModelA4 1.696e-01
## ModelA4 allroad 1.759e-01
## ModelA5 1.720e-01
## ModelA6 1.697e-01
## ModelA7 1.708e-01
## ModelA8 1.723e-01
## ModelAcadia 4.639e-02
## ModelAcadia Limited 7.576e-02
## ModelAccent 4.727e-02
## ModelAcclaim 1.935e-01
## ModelAccord 3.947e-02
## ModelAccord Crosstour 5.591e-02
## ModelAccord Hybrid 5.769e-02
## ModelAccord Plug-In Hybrid 1.003e-01
## ModelAchieva 5.901e-02
## ModelActiveHybrid 5 8.522e-02
## ModelActiveHybrid 7 8.513e-02
## ModelActiveHybrid X6 9.663e-02
## ModelAerio 5.064e-02
## ModelAerostar 6.220e-02
## ModelAlero 5.159e-02
## ModelAllante 6.518e-02
## Modelallroad 1.712e-01
## Modelallroad quattro 1.264e-01
## ModelAlpina 1.204e-01
## ModelALPINA B6 Gran Coupe 5.895e-02
## ModelALPINA B7 4.171e-02
## ModelAltima 3.869e-02
## ModelAltima Hybrid 6.816e-02
## ModelAmanti 7.216e-02
## ModelAMG GT 8.011e-02
## ModelArmada 2.993e-02
## ModelArnage 1.114e-01
## ModelAspen 1.800e-01
## ModelAspire 9.487e-02
## ModelAstro 1.062e-01
## ModelAstro Cargo 1.075e-01
## ModelATS 2.555e-02
## ModelATS Coupe 2.760e-02
## ModelATS-V 5.086e-02
## ModelAurora 6.106e-02
## ModelAvalanche 7.946e-02
## ModelAvalon 6.699e-02
## ModelAvalon Hybrid 7.538e-02
## ModelAvenger 1.841e-01
## ModelAventador 9.247e-02
## ModelAveo 7.059e-02
## ModelAviator 9.659e-02
## ModelAxxess 9.444e-02
## ModelAzera 5.449e-02
## ModelAztek 6.738e-02
## ModelAzure 1.191e-01
## ModelAzure T 1.446e-01
## ModelB-Class Electric Drive 1.297e-01
## ModelB-Series 5.947e-02
## ModelB-Series Pickup 6.021e-02
## ModelB-Series Truck 5.626e-02
## ModelB9 Tribeca 3.598e-02
## ModelBaja 4.520e-02
## ModelBeetle 1.809e-01
## ModelBeetle Convertible 1.806e-01
## ModelBeretta 8.834e-02
## ModelBlack Diamond Avalanche 8.346e-02
## ModelBlackwood 1.263e-01
## ModelBlazer 7.105e-02
## ModelBolt EV 1.073e-01
## ModelBonneville 4.694e-02
## ModelBorrego 5.355e-02
## ModelBoxster 4.009e-02
## ModelBravada 6.508e-02
## ModelBreeze 1.880e-01
## ModelBronco 9.628e-02
## ModelBronco II 9.925e-02
## ModelBrooklands 1.305e-01
## ModelBrougham 6.025e-02
## ModelBRZ 5.827e-02
## ModelC-Class 1.009e-01
## ModelC-Max Hybrid 1.010e-01
## ModelC/K 1500 Series 7.791e-02
## ModelC/K 2500 Series 8.296e-02
## ModelC30 1.303e-01
## ModelC36 AMG 1.188e-01
## ModelC43 AMG 1.177e-01
## ModelC70 1.330e-01
## ModelC8 NA
## ModelCabrio 1.829e-01
## ModelCabriolet 1.779e-01
## ModelCadenza 5.910e-02
## ModelCaliber 1.836e-01
## ModelCalifornia 8.203e-02
## ModelCalifornia T 1.090e-01
## ModelCamaro 6.556e-02
## ModelCamry 6.600e-02
## ModelCamry Hybrid 7.535e-02
## ModelCamry Solara 6.727e-02
## ModelCanyon 3.744e-02
## ModelCaprice 8.635e-02
## ModelCaptiva Sport 7.677e-02
## ModelCaravan 1.920e-01
## ModelCarrera GT 1.041e-01
## ModelCascada 4.657e-02
## ModelCatera 5.424e-02
## ModelCavalier 7.450e-02
## ModelCayenne 1.247e-01
## ModelCayman 3.993e-02
## ModelCayman S 9.247e-02
## ModelCC 1.813e-01
## ModelCelebrity 1.042e-01
## ModelCelica 6.959e-02
## ModelCentury 5.881e-02
## ModelChallenger 1.832e-01
## ModelCharger 1.828e-01
## ModelChevy Van 9.966e-02
## ModelCiera 6.597e-02
## ModelCirrus 1.891e-01
## ModelCity Express 9.883e-02
## ModelCivic 3.940e-02
## ModelCivic CRX 6.213e-02
## ModelCivic del Sol 5.323e-02
## ModelCL 8.253e-02
## ModelCL-Class 1.038e-01
## ModelCLA-Class 1.043e-01
## ModelClassic 9.459e-02
## ModelCLK-Class 1.031e-01
## ModelCLS-Class 1.029e-01
## ModelCobalt 7.023e-02
## ModelColorado 6.425e-02
## ModelColt 1.886e-01
## ModelConcorde 1.822e-01
## ModelContinental 9.240e-02
## ModelContinental Flying Spur 1.318e-01
## ModelContinental Flying Spur Speed 1.300e-01
## ModelContinental GT 1.176e-01
## ModelContinental GT Speed 1.326e-01
## ModelContinental GT Speed Convertible 1.522e-01
## ModelContinental GT3-R 1.452e-01
## ModelContinental GTC 1.224e-01
## ModelContinental GTC Speed 1.325e-01
## ModelContinental Supersports 1.337e-01
## ModelContinental Supersports Convertible 1.386e-01
## ModelContour 9.111e-02
## ModelContour SVT 1.002e-01
## ModelCorniche 1.139e-01
## ModelCorolla 6.364e-02
## ModelCorolla iM 8.797e-02
## ModelCorrado 1.872e-01
## ModelCorsica 1.020e-01
## ModelCorvette 6.562e-02
## ModelCorvette Stingray 7.867e-02
## ModelCoupe 1.551e-01
## ModelCR-V 6.003e-02
## ModelCR-Z 5.818e-02
## ModelCressida 8.880e-02
## ModelCrossfire 1.807e-01
## ModelCrosstour 5.248e-02
## ModelCrosstrek 3.644e-02
## ModelCrown Victoria 1.002e-01
## ModelCruze 6.649e-02
## ModelCruze Limited 7.057e-02
## ModelCT 200h 1.008e-01
## ModelCT6 2.714e-02
## ModelCTS 2.238e-02
## ModelCTS Coupe 3.043e-02
## ModelCTS Wagon 2.987e-02
## ModelCTS-V 5.528e-02
## ModelCTS-V Coupe 5.672e-02
## ModelCTS-V Wagon 5.715e-02
## ModelCube 4.416e-02
## ModelCustom Cruiser 6.318e-02
## ModelCutlass 5.671e-02
## ModelCutlass Calais 4.464e-02
## ModelCutlass Ciera 4.676e-02
## ModelCutlass Supreme 5.312e-02
## ModelCX-3 6.191e-02
## ModelCX-5 5.778e-02
## ModelCX-7 5.932e-02
## ModelCX-9 5.986e-02
## ModelDakota 1.830e-01
## ModelDart 1.827e-01
## ModelDawn 1.011e-01
## ModelDaytona 1.926e-01
## ModelDB7 7.954e-02
## ModelDB9 6.948e-02
## ModelDB9 GT 8.030e-02
## ModelDBS 6.593e-02
## ModelDefender 5.982e-02
## ModelDeVille 3.812e-02
## ModelDiablo 1.254e-01
## ModelDiamante 1.011e-01
## ModelDiscovery 4.730e-02
## ModelDiscovery Series II 4.833e-02
## ModelDiscovery Sport 1.231e-01
## ModelDTS 3.260e-02
## ModelDurango 1.774e-01
## ModelDynasty 1.945e-01
## ModelE-150 8.941e-02
## ModelE-250 1.028e-01
## ModelE-Class 1.007e-01
## Modele-Golf 1.953e-01
## ModelE-Series Van 1.031e-01
## ModelE-Series Wagon 8.927e-02
## ModelE55 AMG 1.231e-01
## ModelECHO 6.947e-02
## ModelEclipse 1.022e-01
## ModelEclipse Spyder 1.046e-01
## ModelEdge 8.609e-02
## ModelEighty-Eight 5.407e-02
## ModelEighty-Eight Royale 4.751e-02
## ModelElantra 4.593e-02
## ModelElantra Coupe 5.252e-02
## ModelElantra GT 5.643e-02
## ModelElantra Touring 4.867e-02
## ModelEldorado 4.427e-02
## ModelElectra 6.297e-02
## ModelElement 5.963e-02
## ModelElise 4.811e-02
## ModelEnclave 5.531e-02
## ModelEncore 5.385e-02
## ModelEndeavor 9.789e-02
## ModelEntourage 8.362e-02
## ModelEnvision 6.025e-02
## ModelEnvoy 3.499e-02
## ModelEnvoy XL 3.579e-02
## ModelEnvoy XUV 5.265e-02
## ModelEnzo 1.080e-01
## ModelEos 1.834e-01
## ModelEquator 5.115e-02
## ModelEquinox 7.196e-02
## ModelEquus 7.743e-02
## ModelES 250 8.832e-02
## ModelES 300 7.499e-02
## ModelES 300h 7.827e-02
## ModelES 330 7.424e-02
## ModelES 350 6.937e-02
## ModelEscalade 3.739e-02
## ModelEscalade ESV 3.738e-02
## ModelEscalade EXT 1.394e-01
## ModelEscalade Hybrid 4.972e-02
## ModelEscape 8.754e-02
## ModelEscape Hybrid 9.128e-02
## ModelEscort 8.984e-02
## ModelEsprit 6.461e-02
## ModelEstate Wagon 9.995e-02
## ModelEsteem 5.276e-02
## ModelEuroVan 1.904e-01
## ModelEvora 4.654e-02
## ModelEvora 400 7.300e-02
## ModelEX 1.361e-01
## ModelEX35 1.371e-01
## ModelExcel 5.436e-02
## ModelExige NA
## ModelExpedition 9.274e-02
## ModelExplorer 8.796e-02
## ModelExplorer Sport 9.101e-02
## ModelExplorer Sport Trac 8.164e-02
## ModelExpo 9.554e-02
## ModelExpress 6.784e-02
## ModelExpress Cargo 1.041e-01
## ModelF-150 8.916e-02
## ModelF-150 Heritage 8.620e-02
## ModelF-150 SVT Lightning 9.923e-02
## ModelF-250 8.545e-02
## ModelF12 Berlinetta 8.289e-02
## ModelF430 6.818e-02
## ModelFestiva 9.764e-02
## ModelFF 8.460e-02
## ModelFiesta 9.239e-02
## ModelFirebird 4.483e-02
## ModelFit 4.431e-02
## ModelFit EV 9.562e-02
## ModelFive Hundred 8.675e-02
## ModelFJ Cruiser 7.518e-02
## ModelFleetwood 6.225e-02
## ModelFlex 8.240e-02
## ModelFlying Spur 1.239e-01
## ModelFocus 9.444e-02
## ModelFocus RS 1.418e-01
## ModelFocus ST 1.063e-01
## ModelForenza 4.947e-02
## ModelForester 3.220e-02
## ModelForte 5.215e-02
## ModelFox 1.845e-01
## ModelFR-S 4.085e-02
## ModelFreelander 1.250e-01
## ModelFreestar 6.080e-02
## ModelFreestyle 7.810e-02
## ModelFrontier 3.320e-02
## ModelFusion 9.193e-02
## ModelFusion Hybrid 9.852e-02
## ModelFX 1.360e-01
## ModelFX35 1.390e-01
## ModelFX45 1.443e-01
## ModelFX50 1.522e-01
## ModelG Convertible 6.646e-02
## ModelG Coupe 6.367e-02
## ModelG Sedan 6.151e-02
## ModelG-Class 1.148e-01
## ModelG20 7.509e-02
## ModelG3 9.227e-02
## ModelG35 6.600e-02
## ModelG37 6.540e-02
## ModelG37 Convertible 7.860e-02
## ModelG37 Coupe 7.243e-02
## ModelG37 Sedan 7.030e-02
## ModelG5 4.743e-02
## ModelG6 3.701e-02
## ModelG8 5.244e-02
## ModelG80 NA
## ModelGalant 1.054e-01
## ModelGallardo 9.063e-02
## ModelGenesis 7.480e-02
## ModelGenesis Coupe 4.806e-02
## ModelGhibli 1.614e-01
## ModelGhost 7.527e-02
## ModelGhost Series II 7.925e-02
## ModelGL-Class 1.299e-01
## ModelGLA-Class 1.312e-01
## ModelGLC-Class 1.353e-01
## ModelGLE-Class 1.302e-01
## ModelGLE-Class Coupe 1.366e-01
## ModelGLI 1.817e-01
## ModelGLK-Class 1.303e-01
## ModelGLS-Class 1.376e-01
## ModelGolf 1.814e-01
## ModelGolf Alltrack 1.810e-01
## ModelGolf GTI 1.811e-01
## ModelGolf R 1.939e-01
## ModelGolf SportWagen 1.812e-01
## ModelGrand Am 4.121e-02
## ModelGrand Caravan 1.877e-01
## ModelGrand Prix 4.544e-02
## ModelGrand Vitara 2.961e-02
## ModelGrand Voyager 1.911e-01
## ModelGranSport 1.665e-01
## ModelGranTurismo 1.620e-01
## ModelGranTurismo Convertible 1.612e-01
## ModelGS 200t 6.933e-02
## ModelGS 300 6.886e-02
## ModelGS 350 5.946e-02
## ModelGS 400 7.590e-02
## ModelGS 430 7.286e-02
## ModelGS 450h 9.660e-02
## ModelGS 460 7.266e-02
## ModelGS F 1.029e-01
## ModelGT 1.096e-01
## ModelGT-R 4.914e-02
## ModelGTI 1.810e-01
## ModelGTO 6.360e-02
## ModelGX 460 6.974e-02
## ModelGX 470 7.740e-02
## ModelH3 1.324e-01
## ModelH3T NA
## ModelHHR 7.039e-02
## ModelHighlander 7.967e-02
## ModelHighlander Hybrid 8.994e-02
## ModelHorizon 2.087e-01
## ModelHR-V 6.213e-02
## ModelHS 250h 6.889e-02
## ModelHuracan 9.883e-02
## Modeli-MiEV 1.280e-01
## Modeli3 8.660e-02
## ModelI30 7.670e-02
## ModelI35 8.291e-02
## ModeliA 6.885e-02
## ModelILX 7.896e-02
## ModelILX Hybrid 9.835e-02
## ModeliM 6.803e-02
## ModelImpala 6.661e-02
## ModelImpala Limited 6.824e-02
## ModelImperial 1.935e-01
## ModelImpreza 5.354e-02
## ModelImpreza WRX 5.649e-02
## ModelInsight 6.008e-02
## ModelIntegra 8.143e-02
## ModelIntrepid 1.873e-01
## ModelIntrigue 5.551e-02
## ModeliQ 5.333e-02
## ModelIS 200t 8.194e-02
## ModelIS 250 6.161e-02
## ModelIS 250 C 7.269e-02
## ModelIS 300 6.523e-02
## ModelIS 350 6.414e-02
## ModelIS 350 C 7.242e-02
## ModelIS F 7.376e-02
## ModelJ30 7.754e-02
## ModelJetta 1.810e-01
## ModelJetta GLI 1.812e-01
## ModelJetta Hybrid 1.878e-01
## ModelJetta SportWagen 1.808e-01
## ModelJimmy 3.804e-02
## ModelJourney 1.776e-01
## ModelJuke 5.213e-02
## ModelJusty 6.759e-02
## ModelJX 1.470e-01
## ModelK900 8.385e-02
## ModelKizashi 5.108e-02
## ModelLaCrosse 3.520e-02
## ModelLancer 1.025e-01
## ModelLancer Evolution 1.061e-01
## ModelLancer Sportback 1.064e-01
## ModelLand Cruiser 1.013e-01
## ModelLandaulet NA
## ModelLaser 1.895e-01
## ModelLe Baron 1.875e-01
## ModelLe Mans 5.386e-02
## ModelLeaf 7.588e-02
## ModelLegacy 5.553e-02
## ModelLegend 8.397e-02
## ModelLeSabre 4.809e-02
## ModelLevante 1.835e-01
## ModelLFA 1.282e-01
## ModelLHS 1.883e-01
## ModelLoyale 6.728e-02
## ModelLR2 1.236e-01
## ModelLR3 5.711e-02
## ModelLR4 3.576e-02
## ModelLS 9.239e-02
## ModelLS 400 7.616e-02
## ModelLS 430 7.398e-02
## ModelLS 460 5.889e-02
## ModelLS 600h L 8.094e-02
## ModelLSS 5.560e-02
## ModelLTD Crown Victoria 9.224e-02
## ModelLucerne 3.506e-02
## ModelLumina 8.630e-02
## ModelLumina Minivan 1.118e-01
## ModelLX 450 8.984e-02
## ModelLX 470 7.832e-02
## ModelLX 570 7.896e-02
## ModelM 4.927e-02
## ModelM-Class 1.291e-01
## ModelM2 6.699e-02
## ModelM3 5.760e-02
## ModelM30 8.311e-02
## ModelM35 6.959e-02
## ModelM37 8.508e-02
## ModelM4 4.500e-02
## ModelM4 GTS 9.195e-02
## ModelM45 6.929e-02
## ModelM5 5.889e-02
## ModelM56 8.459e-02
## ModelM6 4.563e-02
## ModelM6 Gran Coupe 5.896e-02
## ModelMacan 1.263e-01
## ModelMagnum 1.848e-01
## ModelMalibu 6.738e-02
## ModelMalibu Classic 8.484e-02
## ModelMalibu Hybrid 9.001e-02
## ModelMalibu Limited 7.754e-02
## ModelMalibu Maxx 7.508e-02
## ModelMark LT 9.404e-02
## ModelMark VII 1.011e-01
## ModelMark VIII 9.869e-02
## ModelMatrix 6.742e-02
## ModelMaxima 4.429e-02
## ModelMaybach 9.242e-02
## ModelMazdaspeed 3 7.643e-02
## ModelMazdaspeed 6 6.927e-02
## ModelMazdaspeed MX-5 Miata 7.476e-02
## ModelMazdaspeed Protege 8.311e-02
## ModelMDX 1.085e-01
## ModelMetris 1.247e-01
## ModelMetro 8.402e-02
## ModelMighty Max Pickup 1.007e-01
## ModelMillenia 6.263e-02
## ModelMirage 1.044e-01
## ModelMirage G4 1.132e-01
## ModelMKC 1.514e-01
## ModelMKS 9.467e-02
## ModelMKT 1.521e-01
## ModelMKX 1.510e-01
## ModelMKZ 9.142e-02
## ModelMKZ Hybrid 1.274e-01
## ModelML55 AMG 1.405e-01
## ModelModel S NA
## ModelMonaco 1.951e-01
## ModelMontana 7.588e-02
## ModelMontana SV6 9.550e-02
## ModelMonte Carlo 7.459e-02
## ModelMontero 1.113e-01
## ModelMontero Sport 1.009e-01
## ModelMP4-12C NA
## ModelMPV 8.932e-02
## ModelMR2 7.957e-02
## ModelMR2 Spyder 7.487e-02
## ModelMulsanne 1.241e-01
## ModelMurano 4.453e-02
## ModelMurano CrossCabriolet 6.906e-02
## ModelMurcielago 9.229e-02
## ModelMustang 9.188e-02
## ModelMustang SVT Cobra 9.503e-02
## ModelMX-3 7.791e-02
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## ModelNew Yorker 1.916e-01
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## ModelOptima Hybrid 6.810e-02
## ModelOutback 3.307e-02
## ModelOutlander 9.834e-02
## ModelOutlander Sport 9.727e-02
## ModelPacifica 1.772e-01
## ModelPanamera NA
## ModelPark Avenue 4.816e-02
## ModelPark Ward 9.535e-02
## ModelPaseo 8.150e-02
## ModelPassat 1.811e-01
## ModelPassport 5.235e-02
## ModelPathfinder 4.540e-02
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## ModelPhantom 7.545e-02
## ModelPhantom Coupe 8.317e-02
## ModelPhantom Drophead Coupe 8.338e-02
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## ModelPilot 5.988e-02
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## ModelPrizm 8.268e-02
## ModelProbe 9.368e-02
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## ModelR8 1.700e-01
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## ModelS-10 Blazer 7.906e-02
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## ModelS2000 NA
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## ModelS40 1.272e-01
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## ModelSC 430 NA
## ModelScoupe 5.479e-02
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## ModelSentra 4.010e-02
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## ModelSierra 1500 Classic 3.793e-02
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## ModelSierra 1500HD 5.131e-02
## ModelSierra C3 9.608e-02
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## ModelSilhouette 8.112e-02
## ModelSilver Seraph 9.535e-02
## ModelSilverado 1500 6.122e-02
## ModelSilverado 1500 Classic 6.740e-02
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## ModelSonoma 4.513e-02
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## ModelSoul 5.469e-02
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## ModelSpark 6.856e-02
## ModelSpark EV 9.471e-02
## ModelSpectra 5.362e-02
## ModelSpirit 1.947e-01
## ModelSportage NA
## ModelSportvan 8.730e-02
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## ModelSSR 8.524e-02
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## ModelSTS 3.488e-02
## ModelSTS-V 5.646e-02
## ModelSuburban 4.974e-02
## ModelSunbird 4.962e-02
## ModelSundance 1.892e-01
## ModelSunfire 5.198e-02
## ModelSuperamerica NA
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## ModelSwift 6.267e-02
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## ModelTaurus X 8.024e-02
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## ModelTLX 7.737e-02
## ModelToronado NA
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## ModelTown Car 9.796e-02
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## ModelTrax 7.154e-02
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## ModelVanagon 1.891e-01
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## ModelVerano NA
## ModelVerona 6.000e-02
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## ModelVersa Note 4.325e-02
## ModelVeyron 16.4 NA
## ModelVibe NA
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## ModelViper 1.868e-01
## ModelVirage NA
## ModelVitara 4.867e-02
## ModelVoyager 1.883e-01
## ModelWindstar 5.917e-02
## ModelWindstar Cargo NA
## ModelWraith NA
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## ModelX1 1.279e-01
## ModelX3 1.249e-01
## ModelX4 1.275e-01
## ModelX5 1.248e-01
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## ModelxB 4.150e-02
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## ModelXC90 NA
## ModelxD NA
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## ModelXL7 NA
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## ModelXT 8.059e-02
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## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
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## ModelYaris iA NA
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## ModelZ4 3.758e-02
## ModelZ4 M 5.160e-02
## ModelZ8 9.698e-02
## ModelZDX NA
## ModelZephyr NA
## Year1991 1.429e-02
## Year1992 1.735e-02
## Year1993 1.832e-02
## Year1994 2.027e-02
## Year1995 2.270e-02
## Year1996 2.515e-02
## Year1997 2.609e-02
## Year1998 2.760e-02
## Year1999 2.969e-02
## Year2000 3.118e-02
## Year2001 3.280e-02
## Year2002 3.372e-02
## Year2003 3.433e-02
## Year2004 3.493e-02
## Year2005 3.545e-02
## Year2006 3.629e-02
## Year2007 3.701e-02
## Year2008 3.734e-02
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## Year2010 3.803e-02
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## Year2014 3.889e-02
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## Year2016 3.898e-02
## Year2017 3.899e-02
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## Engine.Fuel.Typenatural gas 8.875e-02
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## Transmission.TypeMANUAL 6.171e-03
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## Number.of.Doors3 4.713e-02
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## Market.CategoryCrossover,Diesel 4.715e-02
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 1.236e-01
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
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## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 1.175e-01
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## Market.CategoryCrossover,Hatchback 5.048e-02
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 6.550e-02
## Market.CategoryCrossover,Hatchback,Luxury NA
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## Market.CategoryCrossover,Luxury 9.852e-02
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## Market.CategoryCrossover,Luxury,Hybrid 1.069e-01
## Market.CategoryCrossover,Luxury,Performance 9.888e-02
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
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## Market.CategoryExotic,Factory Tuner,High-Performance 4.927e-02
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## Market.CategoryHatchback,Luxury 7.095e-02
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## Popularity NA
## t value
## (Intercept) 81.124
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## ModelAllante -9.218
## Modelallroad 2.726
## Modelallroad quattro 1.293
## ModelAlpina 9.232
## ModelALPINA B6 Gran Coupe 7.525
## ModelALPINA B7 15.055
## ModelAltima 0.631
## ModelAltima Hybrid -0.278
## ModelAmanti 0.788
## ModelAMG GT -4.964
## ModelArmada 13.439
## ModelArnage -0.205
## ModelAspen 1.791
## ModelAspire 2.018
## ModelAstro -7.163
## ModelAstro Cargo -6.649
## ModelATS -8.970
## ModelATS Coupe -7.408
## ModelATS-V -4.199
## ModelAurora 4.425
## ModelAvalanche -9.587
## ModelAvalon 7.115
## ModelAvalon Hybrid 6.443
## ModelAvenger -0.258
## ModelAventador -15.558
## ModelAveo -16.751
## ModelAviator 2.511
## ModelAxxess 1.817
## ModelAzera -0.356
## ModelAztek 2.630
## ModelAzure 1.477
## ModelAzure T 1.295
## ModelB-Class Electric Drive -12.268
## ModelB-Series 5.166
## ModelB-Series Pickup 11.918
## ModelB-Series Truck 5.687
## ModelB9 Tribeca 9.592
## ModelBaja -1.474
## ModelBeetle 0.308
## ModelBeetle Convertible 0.185
## ModelBeretta -8.355
## ModelBlack Diamond Avalanche -9.822
## ModelBlackwood 2.187
## ModelBlazer -9.146
## ModelBolt EV -9.116
## ModelBonneville 8.547
## ModelBorrego 2.703
## ModelBoxster -11.362
## ModelBravada 4.935
## ModelBreeze 0.088
## ModelBronco 3.091
## ModelBronco II 2.010
## ModelBrooklands 1.610
## ModelBrougham -7.172
## ModelBRZ 1.062
## ModelC-Class -10.483
## ModelC-Max Hybrid -2.770
## ModelC/K 1500 Series -7.281
## ModelC/K 2500 Series -6.905
## ModelC30 -1.288
## ModelC36 AMG -7.774
## ModelC43 AMG -7.899
## ModelC70 1.035
## ModelC8 NA
## ModelCabrio 0.516
## ModelCabriolet 1.116
## ModelCadenza 3.477
## ModelCaliber -0.540
## ModelCalifornia -4.935
## ModelCalifornia T -5.051
## ModelCamaro -13.848
## ModelCamry 4.598
## ModelCamry Hybrid 2.197
## ModelCamry Solara 5.067
## ModelCanyon -15.323
## ModelCaprice -10.431
## ModelCaptiva Sport -9.979
## ModelCaravan 0.033
## ModelCarrera GT 12.202
## ModelCascada 3.320
## ModelCatera -9.760
## ModelCavalier -14.175
## ModelCayenne -4.760
## ModelCayman -8.222
## ModelCayman S -2.034
## ModelCC 1.538
## ModelCelebrity -6.206
## ModelCelica 4.168
## ModelCentury 1.246
## ModelChallenger -0.384
## ModelCharger -0.160
## ModelChevy Van -8.702
## ModelCiera 0.376
## ModelCirrus 0.513
## ModelCity Express -8.093
## ModelCivic -7.770
## ModelCivic CRX 2.149
## ModelCivic del Sol -0.414
## ModelCL -3.563
## ModelCL-Class -2.658
## ModelCLA-Class -11.735
## ModelClassic -8.765
## ModelCLK-Class -7.956
## ModelCLS-Class -7.233
## ModelCobalt -15.499
## ModelColorado -15.073
## ModelColt 1.492
## ModelConcorde 1.028
## ModelContinental 3.716
## ModelContinental Flying Spur -3.716
## ModelContinental Flying Spur Speed -3.985
## ModelContinental GT -4.121
## ModelContinental GT Speed -3.917
## ModelContinental GT Speed Convertible -3.667
## ModelContinental GT3-R -0.330
## ModelContinental GTC -4.114
## ModelContinental GTC Speed -3.833
## ModelContinental Supersports -1.950
## ModelContinental Supersports Convertible -2.466
## ModelContour -0.558
## ModelContour SVT 0.294
## ModelCorniche 6.782
## ModelCorolla 2.290
## ModelCorolla iM 0.727
## ModelCorrado 0.836
## ModelCorsica -6.699
## ModelCorvette -7.558
## ModelCorvette Stingray -7.109
## ModelCoupe -0.497
## ModelCR-V -1.954
## ModelCR-Z -3.168
## ModelCressida 4.089
## ModelCrossfire 2.352
## ModelCrosstour -0.920
## ModelCrosstrek -0.497
## ModelCrown Victoria 0.945
## ModelCruze -14.492
## ModelCruze Limited -13.544
## ModelCT 200h -3.693
## ModelCT6 3.004
## ModelCTS -0.982
## ModelCTS Coupe -5.973
## ModelCTS Wagon -3.442
## ModelCTS-V -4.058
## ModelCTS-V Coupe -4.443
## ModelCTS-V Wagon -4.239
## ModelCube -3.793
## ModelCustom Cruiser 0.236
## ModelCutlass -1.357
## ModelCutlass Calais 3.159
## ModelCutlass Ciera 2.257
## ModelCutlass Supreme -0.641
## ModelCX-3 5.197
## ModelCX-5 7.151
## ModelCX-7 7.931
## ModelCX-9 9.063
## ModelDakota 0.138
## ModelDart -0.547
## ModelDawn 0.780
## ModelDaytona 1.233
## ModelDB7 -1.531
## ModelDB9 -2.386
## ModelDB9 GT -1.570
## ModelDBS 3.833
## ModelDefender 36.897
## ModelDeVille 2.836
## ModelDiablo -10.379
## ModelDiamante -0.364
## ModelDiscovery -4.067
## ModelDiscovery Series II -5.274
## ModelDiscovery Sport -5.018
## ModelDTS 2.288
## ModelDurango 0.962
## ModelDynasty 1.246
## ModelE-150 -0.527
## ModelE-250 -0.969
## ModelE-Class -8.697
## Modele-Golf -0.538
## ModelE-Series Van 0.842
## ModelE-Series Wagon 2.184
## ModelE55 AMG -6.709
## ModelECHO -3.375
## ModelEclipse -2.409
## ModelEclipse Spyder -2.230
## ModelEdge 0.515
## ModelEighty-Eight -3.176
## ModelEighty-Eight Royale -0.304
## ModelElantra -6.753
## ModelElantra Coupe -6.265
## ModelElantra GT -8.319
## ModelElantra Touring -6.853
## ModelEldorado -3.069
## ModelElectra 2.472
## ModelElement -3.082
## ModelElise -6.876
## ModelEnclave 7.365
## ModelEncore 2.916
## ModelEndeavor -1.146
## ModelEntourage -1.106
## ModelEnvision 6.251
## ModelEnvoy -7.427
## ModelEnvoy XL -6.148
## ModelEnvoy XUV -4.455
## ModelEnzo 6.694
## ModelEos 1.373
## ModelEquator -4.250
## ModelEquinox -10.912
## ModelEquus 3.223
## ModelES 250 -6.034
## ModelES 300 -4.221
## ModelES 300h -3.333
## ModelES 330 -4.820
## ModelES 350 -6.157
## ModelEscalade 5.005
## ModelEscalade ESV 5.979
## ModelEscalade EXT -3.687
## ModelEscalade Hybrid 7.789
## ModelEscape -0.387
## ModelEscape Hybrid 0.811
## ModelEscort -3.842
## ModelEsprit 3.235
## ModelEstate Wagon 1.295
## ModelEsteem -3.895
## ModelEuroVan 1.187
## ModelEvora -2.023
## ModelEvora 400 -0.546
## ModelEX -2.706
## ModelEX35 -2.700
## ModelExcel 3.133
## ModelExige NA
## ModelExpedition 4.456
## ModelExplorer 0.823
## ModelExplorer Sport 1.707
## ModelExplorer Sport Trac -1.653
## ModelExpo -0.806
## ModelExpress -9.496
## ModelExpress Cargo -6.807
## ModelF-150 0.221
## ModelF-150 Heritage -0.311
## ModelF-150 SVT Lightning 5.245
## ModelF-250 2.607
## ModelF12 Berlinetta -2.802
## ModelF430 -2.993
## ModelFestiva 2.952
## ModelFF -3.674
## ModelFiesta -3.971
## ModelFirebird 8.359
## ModelFit -9.734
## ModelFit EV -0.370
## ModelFive Hundred 0.025
## ModelFJ Cruiser 4.083
## ModelFleetwood -9.775
## ModelFlex -0.681
## ModelFlying Spur -3.762
## ModelFocus -2.266
## ModelFocus RS -1.888
## ModelFocus ST -2.995
## ModelForenza -5.438
## ModelForester 2.465
## ModelForte -4.383
## ModelFox 1.917
## ModelFR-S 6.560
## ModelFreelander -5.905
## ModelFreestar 0.975
## ModelFreestyle 0.397
## ModelFrontier -4.536
## ModelFusion -0.470
## ModelFusion Hybrid -1.454
## ModelFX -1.205
## ModelFX35 -1.226
## ModelFX45 -0.220
## ModelFX50 -1.631
## ModelG Convertible 1.698
## ModelG Coupe 0.081
## ModelG Sedan -0.222
## ModelG-Class -2.159
## ModelG20 -1.096
## ModelG3 -1.643
## ModelG35 -0.614
## ModelG37 -0.863
## ModelG37 Convertible 1.258
## ModelG37 Coupe -0.047
## ModelG37 Sedan -0.660
## ModelG5 0.056
## ModelG6 4.347
## ModelG8 2.064
## ModelG80 NA
## ModelGalant -1.972
## ModelGallardo -20.924
## ModelGenesis -0.626
## ModelGenesis Coupe -5.914
## ModelGhibli -2.060
## ModelGhost 0.607
## ModelGhost Series II 1.370
## ModelGL-Class -8.223
## ModelGLA-Class -11.857
## ModelGLC-Class -10.310
## ModelGLE-Class -9.044
## ModelGLE-Class Coupe -8.463
## ModelGLI 0.369
## ModelGLK-Class -11.490
## ModelGLS-Class -7.590
## ModelGolf -0.377
## ModelGolf Alltrack 0.547
## ModelGolf GTI 0.234
## ModelGolf R -0.235
## ModelGolf SportWagen 0.401
## ModelGrand Am 4.975
## ModelGrand Caravan -0.351
## ModelGrand Prix 2.651
## ModelGrand Vitara -3.769
## ModelGrand Voyager -0.435
## ModelGranSport -0.282
## ModelGranTurismo 0.737
## ModelGranTurismo Convertible 0.709
## ModelGS 200t -1.815
## ModelGS 300 -2.270
## ModelGS 350 -3.896
## ModelGS 400 -5.971
## ModelGS 430 -1.025
## ModelGS 450h -1.156
## ModelGS 460 -2.041
## ModelGS F -1.172
## ModelGT 8.600
## ModelGT-R 16.198
## ModelGTI 0.515
## ModelGTO 2.200
## ModelGX 460 -2.462
## ModelGX 470 -1.888
## ModelH3 5.005
## ModelH3T NA
## ModelHHR -12.558
## ModelHighlander 6.235
## ModelHighlander Hybrid 6.296
## ModelHorizon 1.262
## ModelHR-V -4.372
## ModelHS 250h -3.759
## ModelHuracan -19.463
## Modeli-MiEV -5.232
## Modeli3 -3.676
## ModelI30 -2.067
## ModelI35 -0.605
## ModeliA -0.119
## ModelILX -5.014
## ModelILX Hybrid -2.418
## ModeliM 0.802
## ModelImpala -11.495
## ModelImpala Limited -13.614
## ModelImperial 1.214
## ModelImpreza -2.110
## ModelImpreza WRX 0.251
## ModelInsight -3.463
## ModelIntegra -3.378
## ModelIntrepid 0.311
## ModelIntrigue 0.387
## ModeliQ 0.357
## ModelIS 200t -4.928
## ModelIS 250 -5.573
## ModelIS 250 C -5.021
## ModelIS 300 -6.803
## ModelIS 350 -7.159
## ModelIS 350 C -6.109
## ModelIS F -4.051
## ModelJ30 -3.820
## ModelJetta -0.110
## ModelJetta GLI 0.385
## ModelJetta Hybrid 0.037
## ModelJetta SportWagen 0.389
## ModelJimmy -9.477
## ModelJourney 0.063
## ModelJuke -3.103
## ModelJusty 5.226
## ModelJX -1.658
## ModelK900 4.527
## ModelKizashi -0.570
## ModelLaCrosse 4.479
## ModelLancer -4.195
## ModelLancer Evolution -1.513
## ModelLancer Sportback -3.936
## ModelLand Cruiser 10.220
## ModelLandaulet NA
## ModelLaser 0.878
## ModelLe Baron 1.066
## ModelLe Mans 8.774
## ModelLeaf 0.308
## ModelLegacy 0.120
## ModelLegend -4.936
## ModelLeSabre 5.825
## ModelLevante -2.194
## ModelLFA 11.219
## ModelLHS -0.413
## ModelLoyale 4.721
## ModelLR2 -5.403
## ModelLR3 -1.784
## ModelLR4 -3.468
## ModelLS 1.883
## ModelLS 400 -2.829
## ModelLS 430 0.218
## ModelLS 460 0.308
## ModelLS 600h L 3.799
## ModelLSS -1.543
## ModelLTD Crown Victoria 0.140
## ModelLucerne 9.554
## ModelLumina -11.085
## ModelLumina Minivan -6.236
## ModelLX 450 -1.418
## ModelLX 470 3.135
## ModelLX 570 1.235
## ModelM 3.578
## ModelM-Class -9.340
## ModelM2 0.483
## ModelM3 3.305
## ModelM30 -2.599
## ModelM35 2.517
## ModelM37 1.575
## ModelM4 4.290
## ModelM4 GTS 7.974
## ModelM45 3.636
## ModelM5 4.670
## ModelM56 2.631
## ModelM6 9.237
## ModelM6 Gran Coupe 8.210
## ModelMacan -6.597
## ModelMagnum 0.443
## ModelMalibu -12.849
## ModelMalibu Classic -11.526
## ModelMalibu Hybrid -10.187
## ModelMalibu Limited -11.340
## ModelMalibu Maxx -12.056
## ModelMark LT -0.779
## ModelMark VII -3.041
## ModelMark VIII -4.260
## ModelMatrix 2.403
## ModelMaxima 2.445
## ModelMaybach 0.331
## ModelMazdaspeed 3 2.757
## ModelMazdaspeed 6 6.883
## ModelMazdaspeed MX-5 Miata 5.432
## ModelMazdaspeed Protege 4.097
## ModelMDX -3.590
## ModelMetris -10.362
## ModelMetro -9.788
## ModelMighty Max Pickup -0.092
## ModelMillenia 9.357
## ModelMirage -5.891
## ModelMirage G4 -4.844
## ModelMKC -1.454
## ModelMKS -0.792
## ModelMKT -2.381
## ModelMKX -1.356
## ModelMKZ 1.108
## ModelMKZ Hybrid 1.002
## ModelML55 AMG -6.526
## ModelModel S NA
## ModelMonaco 0.957
## ModelMontana 4.750
## ModelMontana SV6 2.757
## ModelMonte Carlo -11.281
## ModelMontero 1.611
## ModelMontero Sport 0.272
## ModelMP4-12C NA
## ModelMPV 5.332
## ModelMR2 5.115
## ModelMR2 Spyder 4.383
## ModelMulsanne 0.504
## ModelMurano 4.736
## ModelMurano CrossCabriolet 5.770
## ModelMurcielago -15.428
## ModelMustang -2.342
## ModelMustang SVT Cobra 1.791
## ModelMX-3 8.602
## ModelMX-5 Miata 6.228
## ModelMX-6 6.242
## ModelNavajo 9.435
## ModelNavigator 4.282
## ModelNeon -0.643
## ModelNew Beetle 0.125
## ModelNew Yorker 0.479
## ModelNinety-Eight -0.756
## ModelNitro -0.202
## ModelNSX 10.708
## ModelNV200 0.090
## ModelNX 4.209
## ModelNX 200t -5.596
## ModelNX 300h -5.252
## ModelOdyssey 0.112
## ModelOmni 1.420
## ModelOptima 0.468
## ModelOptima Hybrid -0.963
## ModelOutback 4.395
## ModelOutlander -2.567
## ModelOutlander Sport -3.603
## ModelPacifica 1.173
## ModelPanamera NA
## ModelPark Avenue 9.893
## ModelPark Ward 5.928
## ModelPaseo 5.447
## ModelPassat 0.769
## ModelPassport 0.920
## ModelPathfinder 3.221
## ModelPhaeton 4.189
## ModelPhantom 8.568
## ModelPhantom Coupe 7.300
## ModelPhantom Drophead Coupe 6.879
## ModelPickup 7.577
## ModelPilot 0.020
## ModelPrecis 0.681
## ModelPrelude 0.412
## ModelPrevia 3.921
## ModelPrius 5.227
## ModelPrius c 2.915
## ModelPrius Prime 5.568
## ModelPrius v 3.751
## ModelPrizm -11.124
## ModelProbe 0.625
## ModelProtege 3.949
## ModelProtege5 4.100
## ModelProwler 5.609
## ModelPT Cruiser 0.192
## ModelPulsar 2.974
## ModelQ3 -0.118
## ModelQ40 -2.428
## ModelQ45 5.350
## ModelQ5 1.193
## ModelQ50 -0.008
## ModelQ60 Convertible 1.453
## ModelQ60 Coupe 0.370
## ModelQ7 1.937
## ModelQ70 2.845
## ModelQuattroporte -0.204
## ModelQuest 1.843
## ModelQX 3.546
## ModelQX4 2.196
## ModelQX50 -3.753
## ModelQX56 4.332
## ModelQX60 -1.903
## ModelQX70 -1.740
## ModelQX80 4.194
## ModelR-Class -9.595
## ModelR32 0.996
## ModelR8 6.921
## ModelRabbit -0.887
## ModelRaider -3.257
## ModelRainier 6.101
## ModelRally Wagon -6.386
## ModelRAM 150 0.554
## ModelRAM 250 0.602
## ModelRam 50 Pickup 1.530
## ModelRam Cargo 0.212
## ModelRam Pickup 1500 0.025
## ModelRam Van -0.226
## ModelRam Wagon 0.305
## ModelRamcharger 0.827
## ModelRange Rover 12.471
## ModelRange Rover Evoque -3.498
## ModelRange Rover Sport NA
## ModelRanger -1.512
## ModelRapide 0.939
## ModelRapide S -1.838
## ModelRAV4 4.814
## ModelRAV4 EV 5.581
## ModelRAV4 Hybrid 2.797
## ModelRC 200t -4.511
## ModelRC 300 -4.934
## ModelRC 350 -6.816
## ModelRC F -5.926
## ModelRDX -5.692
## ModelReatta 0.257
## ModelRegal 1.899
## ModelRegency -2.051
## ModelRendezvous 3.413
## ModelReno -6.674
## ModelReventon NA
## ModelRidgeline -5.464
## ModelRio -5.898
## ModelRiviera -1.911
## ModelRL -0.174
## ModelRLX -0.170
## ModelRoadmaster -1.288
## ModelRogue 1.260
## ModelRogue Select -2.478
## ModelRondo -2.242
## ModelRoutan 1.718
## ModelRS 4 3.391
## ModelRS 5 2.193
## ModelRS 6 3.947
## ModelRS 7 3.645
## ModelRSX -6.728
## ModelRX 300 -4.119
## ModelRX 330 -4.213
## ModelRX 350 -4.619
## ModelRX 400h -4.620
## ModelRX 450h -5.020
## ModelRX-7 20.055
## ModelRX-8 7.781
## ModelS-10 -11.869
## ModelS-10 Blazer -7.914
## ModelS-15 -4.887
## ModelS-15 Jimmy -5.161
## ModelS-Class -3.800
## ModelS2000 NA
## ModelS3 1.211
## ModelS4 1.934
## ModelS40 0.331
## ModelS5 2.359
## ModelS6 2.545
## ModelS60 1.051
## ModelS60 Cross Country 1.821
## ModelS7 2.985
## ModelS70 -1.226
## ModelS8 3.957
## ModelS80 2.064
## ModelS90 1.759
## ModelSafari -4.781
## ModelSafari Cargo -4.170
## ModelSamurai 3.696
## ModelSanta Fe -0.626
## ModelSanta Fe Sport -1.289
## ModelSavana -6.739
## ModelSavana Cargo -5.316
## ModelSC 300 -5.113
## ModelSC 400 -5.509
## ModelSC 430 NA
## ModelScoupe 1.668
## ModelSebring 1.128
## ModelSedona 1.469
## ModelSentra -3.585
## ModelSephia -2.837
## ModelSequoia 9.698
## ModelSeville 2.120
## ModelShadow 1.326
## ModelShelby GT350 0.003
## ModelShelby GT500 -1.466
## ModelSidekick 1.588
## ModelSienna 4.615
## ModelSierra 1500 -11.491
## ModelSierra 1500 Classic -13.207
## ModelSierra 1500 Hybrid -10.666
## ModelSierra 1500HD -9.217
## ModelSierra C3 -2.241
## ModelSierra Classic 1500 0.282
## ModelSigma -0.720
## ModelSilhouette 4.019
## ModelSilver Seraph 4.348
## ModelSilverado 1500 -12.233
## ModelSilverado 1500 Classic -12.718
## ModelSilverado 1500 Hybrid -12.203
## ModelSixty Special -5.191
## ModelSkylark 1.368
## ModelSL-Class -5.107
## ModelSLC-Class -9.392
## ModelSLK-Class -9.759
## ModelSLR McLaren 10.283
## ModelSLS AMG -0.683
## ModelSLS AMG GT -0.130
## ModelSLS AMG GT Final Edition NA
## ModelSLX -4.386
## ModelSolstice 2.422
## ModelSonata -3.913
## ModelSonata Hybrid -4.284
## ModelSonic -16.402
## ModelSonoma -12.549
## ModelSorento 5.421
## ModelSoul -4.260
## ModelSoul EV 0.992
## ModelSpark -17.853
## ModelSpark EV -13.436
## ModelSpectra -3.958
## ModelSpirit 1.391
## ModelSportage NA
## ModelSportvan -8.561
## ModelSpyder -0.906
## ModelSQ5 0.234
## ModelSRT Viper 1.992
## ModelSRX -3.492
## ModelSS -9.149
## ModelSSR -5.769
## ModelStanza 4.273
## ModelStealth 1.075
## ModelStratus 0.229
## ModelSTS 2.072
## ModelSTS-V 1.820
## ModelSuburban -6.961
## ModelSunbird 7.591
## ModelSundance 1.499
## ModelSunfire -4.069
## ModelSuperamerica NA
## ModelSupersports Convertible ISR -2.271
## ModelSupra 29.710
## ModelSVX -0.153
## ModelSwift -4.826
## ModelSX4 -5.747
## ModelSyclone 3.814
## ModelT100 7.611
## ModelTacoma 2.938
## ModelTahoe -6.535
## ModelTahoe Hybrid -6.442
## ModelTahoe Limited/Z71 -7.163
## ModelTaurus -0.948
## ModelTaurus X -0.047
## ModeltC 4.645
## ModelTC 0.200
## ModelTempo 2.101
## ModelTercel 6.011
## ModelTerrain -7.232
## ModelTerraza 3.562
## ModelThunderbird 1.404
## ModelTiburon -3.952
## ModelTiguan 0.946
## ModelTitan 0.207
## ModelTL -3.198
## ModelTLX -3.778
## ModelToronado NA
## ModelTorrent 3.017
## ModelTouareg 2.740
## ModelTouareg 2 2.234
## ModelTown and Country 1.615
## ModelTown Car 3.929
## ModelTracker -11.672
## ModelTrailBlazer -11.345
## ModelTrailBlazer EXT -9.708
## ModelTrans Sport 1.038
## ModelTransit Connect -0.855
## ModelTransit Wagon 2.006
## ModelTraverse -9.614
## ModelTrax -12.566
## ModelTribeca 4.218
## ModelTribute 7.233
## ModelTribute Hybrid 7.259
## ModelTruck 7.076
## ModelTSX -3.700
## ModelTSX Sport Wagon -3.133
## ModelTT 1.880
## ModelTT RS 2.383
## ModelTTS 2.146
## ModelTucson -2.603
## ModelTundra 2.977
## ModelTyphoon 7.218
## ModelUplander -8.045
## ModelV12 Vanquish 2.918
## ModelV12 Vantage -0.828
## ModelV12 Vantage S -3.951
## ModelV40 0.676
## ModelV50 0.623
## ModelV60 1.412
## ModelV60 Cross Country -2.339
## ModelV70 1.016
## ModelV8 -0.298
## ModelV8 Vantage -6.701
## ModelV90 -0.986
## ModelVan 2.461
## ModelVanagon 1.512
## ModelVandura -4.964
## ModelVanquish 2.109
## ModelVanwagon NA
## ModelVeloster -6.439
## ModelVenture -6.527
## ModelVenza 5.186
## ModelVeracruz 0.077
## ModelVerano NA
## ModelVerona -1.718
## ModelVersa -9.066
## ModelVersa Note -6.384
## ModelVeyron 16.4 NA
## ModelVibe NA
## ModelVigor -4.091
## ModelViper 1.639
## ModelVirage NA
## ModelVitara -2.337
## ModelVoyager 0.125
## ModelWindstar 3.128
## ModelWindstar Cargo NA
## ModelWraith NA
## ModelWRX 0.406
## ModelX-90 2.804
## ModelX1 -3.051
## ModelX3 -1.697
## ModelX4 -1.339
## ModelX5 -0.048
## ModelX5 M -0.404
## ModelX6 0.664
## ModelX6 M -0.153
## ModelxA -1.886
## ModelxB 1.241
## ModelXC -0.048
## ModelXC60 -3.649
## ModelXC70 -3.817
## ModelXC90 NA
## ModelxD NA
## ModelXG300 0.516
## ModelXG350 NA
## ModelXL-7 1.345
## ModelXL7 NA
## ModelXLR 9.532
## ModelXLR-V 4.914
## ModelXT 2.820
## ModelXT5 -3.074
## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
## ModelYaris -0.381
## ModelYaris iA NA
## ModelYukon -1.299
## ModelYukon Denali -2.714
## ModelYukon Hybrid 0.323
## ModelYukon XL NA
## ModelZ3 4.910
## ModelZ4 6.152
## ModelZ4 M 3.241
## ModelZ8 12.292
## ModelZDX NA
## ModelZephyr NA
## Year1991 -0.327
## Year1992 -0.595
## Year1993 -0.104
## Year1994 0.085
## Year1995 1.603
## Year1996 3.616
## Year1997 4.325
## Year1998 6.534
## Year1999 8.653
## Year2000 9.865
## Year2001 72.764
## Year2002 71.496
## Year2003 71.241
## Year2004 70.159
## Year2005 69.546
## Year2006 67.684
## Year2007 66.784
## Year2008 66.834
## Year2009 67.109
## Year2010 66.759
## Year2011 66.495
## Year2012 66.671
## Year2013 66.652
## Year2014 66.977
## Year2015 67.418
## Year2016 67.690
## Year2017 67.813
## Engine.Fuel.Typediesel 3.145
## Engine.Fuel.Typeelectric 5.951
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85) 1.183
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85) 0.674
## Engine.Fuel.Typeflex-fuel (unleaded/E85) 0.677
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) 3.118
## Engine.Fuel.Typenatural gas 4.404
## Engine.Fuel.Typepremium unleaded (recommended) 1.174
## Engine.Fuel.Typepremium unleaded (required) 0.769
## Engine.Fuel.Typeregular unleaded 0.566
## Engine.HP 32.387
## Engine.Cylinders 3.810
## Transmission.TypeAUTOMATIC -2.132
## Transmission.TypeDIRECT_DRIVE -1.117
## Transmission.TypeMANUAL -11.167
## Transmission.TypeUNKNOWN 5.186
## Driven_Wheelsfour wheel drive 4.648
## Driven_Wheelsfront wheel drive -14.517
## Driven_Wheelsrear wheel drive -11.179
## Number.of.Doors2 -2.207
## Number.of.Doors3 -1.554
## Number.of.Doors4 -0.960
## Market.CategoryCrossover,Diesel 0.729
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 0.206
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance 5.426
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 4.300
## Market.CategoryCrossover,Factory Tuner,Performance 1.122
## Market.CategoryCrossover,Flex Fuel -0.450
## Market.CategoryCrossover,Flex Fuel,Luxury 2.936
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance 3.251
## Market.CategoryCrossover,Flex Fuel,Performance 1.709
## Market.CategoryCrossover,Hatchback 0.145
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 3.585
## Market.CategoryCrossover,Hatchback,Luxury NA
## Market.CategoryCrossover,Hatchback,Performance 2.136
## Market.CategoryCrossover,Hybrid 5.724
## Market.CategoryCrossover,Luxury 3.604
## Market.CategoryCrossover,Luxury,Diesel 3.261
## Market.CategoryCrossover,Luxury,High-Performance 5.441
## Market.CategoryCrossover,Luxury,Hybrid 5.047
## Market.CategoryCrossover,Luxury,Performance 3.815
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
## Market.CategoryCrossover,Performance 2.479
## Market.CategoryDiesel -1.138
## Market.CategoryDiesel,Luxury -0.071
## Market.CategoryExotic,Factory Tuner,High-Performance 8.097
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance 0.733
## Market.CategoryExotic,Factory Tuner,Luxury,Performance 0.495
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance -0.319
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance -1.409
## Market.CategoryExotic,High-Performance 7.103
## Market.CategoryExotic,Luxury -0.630
## Market.CategoryExotic,Luxury,High-Performance -1.092
## Market.CategoryExotic,Luxury,High-Performance,Hybrid -2.029
## Market.CategoryExotic,Luxury,Performance NA
## Market.CategoryExotic,Performance NA
## Market.CategoryFactory Tuner,High-Performance 2.660
## Market.CategoryFactory Tuner,Luxury -0.835
## Market.CategoryFactory Tuner,Luxury,High-Performance 2.404
## Market.CategoryFactory Tuner,Luxury,Performance 0.796
## Market.CategoryFactory Tuner,Performance 1.053
## Market.CategoryFlex Fuel -2.881
## Market.CategoryFlex Fuel,Diesel -0.831
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance 1.989
## Market.CategoryFlex Fuel,Hybrid 1.753
## Market.CategoryFlex Fuel,Luxury -0.252
## Market.CategoryFlex Fuel,Luxury,High-Performance 1.024
## Market.CategoryFlex Fuel,Luxury,Performance 1.031
## Market.CategoryFlex Fuel,Performance -0.970
## Market.CategoryFlex Fuel,Performance,Hybrid -1.184
## Market.CategoryHatchback -0.390
## Market.CategoryHatchback,Diesel -0.041
## Market.CategoryHatchback,Factory Tuner,High-Performance 2.745
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance 3.514
## Market.CategoryHatchback,Factory Tuner,Performance 1.910
## Market.CategoryHatchback,Flex Fuel -0.457
## Market.CategoryHatchback,Hybrid NA
## Market.CategoryHatchback,Luxury 1.821
## Market.CategoryHatchback,Luxury,Hybrid NA
## Market.CategoryHatchback,Luxury,Performance 2.069
## Market.CategoryHatchback,Performance 1.202
## Market.CategoryHigh-Performance 0.014
## Market.CategoryHybrid 3.697
## Market.CategoryLuxury 0.069
## Market.CategoryLuxury,High-Performance 0.465
## Market.CategoryLuxury,High-Performance,Hybrid 0.756
## Market.CategoryLuxury,Hybrid 0.805
## Market.CategoryLuxury,Performance 0.371
## Market.CategoryLuxury,Performance,Hybrid 0.796
## Market.CategoryN/A -1.709
## Market.CategoryPerformance 0.213
## Market.CategoryPerformance,Hybrid 0.104
## Vehicle.SizeLarge 1.719
## Vehicle.SizeMidsize -1.309
## Vehicle.Style2dr SUV -2.319
## Vehicle.Style4dr Hatchback -1.143
## Vehicle.Style4dr SUV -1.926
## Vehicle.StyleCargo Minivan -0.917
## Vehicle.StyleCargo Van -0.117
## Vehicle.StyleConvertible 12.624
## Vehicle.StyleConvertible SUV NA
## Vehicle.StyleCoupe 5.110
## Vehicle.StyleCrew Cab Pickup 12.881
## Vehicle.StyleExtended Cab Pickup 5.539
## Vehicle.StylePassenger Minivan 0.626
## Vehicle.StylePassenger Van NA
## Vehicle.StyleRegular Cab Pickup NA
## Vehicle.StyleSedan -0.686
## Vehicle.StyleWagon NA
## highway.MPG -0.310
## city.mpg -1.134
## Popularity NA
## Pr(>|t|)
## (Intercept) < 2e-16
## MakeAlfa Romeo 0.084031
## MakeAston Martin < 2e-16
## MakeAudi 0.000452
## MakeBentley < 2e-16
## MakeBMW 0.000245
## MakeBugatti < 2e-16
## MakeBuick < 2e-16
## MakeCadillac 0.760374
## MakeChevrolet 8.16e-06
## MakeChrysler 0.000822
## MakeDodge 0.005053
## MakeFerrari < 2e-16
## MakeFIAT < 2e-16
## MakeFord 4.14e-06
## MakeGenesis 0.001792
## MakeGMC 0.824655
## MakeHonda 6.66e-06
## MakeHUMMER 2.29e-12
## MakeHyundai 9.05e-07
## MakeInfiniti 0.003759
## MakeKia < 2e-16
## MakeLamborghini < 2e-16
## MakeLand Rover 0.179149
## MakeLexus 0.054328
## MakeLincoln 0.015323
## MakeLotus 0.021963
## MakeMaserati 0.000353
## MakeMaybach < 2e-16
## MakeMazda < 2e-16
## MakeMcLaren < 2e-16
## MakeMercedes-Benz < 2e-16
## MakeMitsubishi 0.021158
## MakeNissan < 2e-16
## MakeOldsmobile 1.27e-08
## MakePlymouth 0.008357
## MakePontiac < 2e-16
## MakePorsche 1.00e-09
## MakeRolls-Royce < 2e-16
## MakeSaab 4.02e-13
## MakeScion < 2e-16
## MakeSpyker < 2e-16
## MakeSubaru < 2e-16
## MakeSuzuki < 2e-16
## MakeTesla 0.014275
## MakeToyota < 2e-16
## MakeVolkswagen 0.003607
## MakeVolvo 0.000487
## Model1 Series M 0.515441
## Model100 0.388437
## Model124 Spider 0.516505
## Model190-Class < 2e-16
## Model2 0.040940
## Model2 Series 6.42e-05
## Model200 0.489323
## Model200SX 0.045340
## Model240 0.395953
## Model240SX < 2e-16
## Model3 1.58e-08
## Model3 Series 0.012326
## Model3 Series Gran Turismo 0.641195
## Model300 0.122575
## Model300-Class < 2e-16
## Model3000GT 5.73e-06
## Model300M 0.111035
## Model300ZX 1.44e-08
## Model323 < 2e-16
## Model350-Class < 2e-16
## Model350Z 1.42e-06
## Model360 9.61e-05
## Model370Z 0.003767
## Model4 Series 2.50e-06
## Model4 Series Gran Coupe 4.16e-05
## Model400-Class < 2e-16
## Model420-Class < 2e-16
## Model456M 0.341631
## Model458 Italia 0.001535
## Model4C NA
## Model4Runner 9.70e-15
## Model5 0.000162
## Model5 Series 2.06e-14
## Model5 Series Gran Turismo 6.93e-07
## Model500 0.038589
## Model500-Class < 2e-16
## Model500e 0.514167
## Model500L 0.480754
## Model500X NA
## Model550 0.976610
## Model560-Class < 2e-16
## Model57 < 2e-16
## Model570S 0.028997
## Model575M 0.264719
## Model599 0.472035
## Model6 1.07e-14
## Model6 Series < 2e-16
## Model6 Series Gran Coupe < 2e-16
## Model600-Class < 2e-16
## Model6000 1.11e-08
## Model612 Scaglietti 0.341201
## Model62 < 2e-16
## Model626 4.66e-14
## Model650S Coupe 0.824845
## Model650S Spider 0.667057
## Model7 Series < 2e-16
## Model718 Cayman 8.36e-09
## Model740 0.686572
## Model760 0.921458
## Model780 0.675976
## Model8 Series < 2e-16
## Model80 0.186432
## Model850 0.210848
## Model86 0.034992
## Model9-2X 0.001102
## Model9-3 < 2e-16
## Model9-3 Griffin 2.54e-12
## Model9-4X 0.356965
## Model9-5 < 2e-16
## Model9-7X < 2e-16
## Model90 0.398630
## Model900 0.428509
## Model9000 NA
## Model911 0.116862
## Model928 0.215302
## Model929 2.18e-08
## Model940 0.941066
## Model944 < 2e-16
## Model960 0.274780
## Model968 2.05e-05
## ModelA3 0.097366
## ModelA4 0.026731
## ModelA4 allroad 0.011301
## ModelA5 0.017166
## ModelA6 0.000714
## ModelA7 3.76e-05
## ModelA8 6.41e-07
## ModelAcadia 6.49e-06
## ModelAcadia Limited 0.114907
## ModelAccent < 2e-16
## ModelAcclaim 0.228562
## ModelAccord 0.000727
## ModelAccord Crosstour 0.686178
## ModelAccord Hybrid 0.011742
## ModelAccord Plug-In Hybrid 0.370929
## ModelAchieva 0.327264
## ModelActiveHybrid 5 0.000202
## ModelActiveHybrid 7 1.59e-13
## ModelActiveHybrid X6 1.83e-10
## ModelAerio 2.97e-09
## ModelAerostar 0.712192
## ModelAlero 0.590996
## ModelAllante < 2e-16
## Modelallroad 0.006424
## Modelallroad quattro 0.195894
## ModelAlpina < 2e-16
## ModelALPINA B6 Gran Coupe 5.67e-14
## ModelALPINA B7 < 2e-16
## ModelAltima 0.528028
## ModelAltima Hybrid 0.780778
## ModelAmanti 0.430593
## ModelAMG GT 7.02e-07
## ModelArmada < 2e-16
## ModelArnage 0.837642
## ModelAspen 0.073385
## ModelAspire 0.043637
## ModelAstro 8.40e-13
## ModelAstro Cargo 3.10e-11
## ModelATS < 2e-16
## ModelATS Coupe 1.38e-13
## ModelATS-V 2.70e-05
## ModelAurora 9.73e-06
## ModelAvalanche < 2e-16
## ModelAvalon 1.19e-12
## ModelAvalon Hybrid 1.22e-10
## ModelAvenger 0.796628
## ModelAventador < 2e-16
## ModelAveo < 2e-16
## ModelAviator 0.012055
## ModelAxxess 0.069190
## ModelAzera 0.721863
## ModelAztek 0.008547
## ModelAzure 0.139643
## ModelAzure T 0.195441
## ModelB-Class Electric Drive < 2e-16
## ModelB-Series 2.43e-07
## ModelB-Series Pickup < 2e-16
## ModelB-Series Truck 1.32e-08
## ModelB9 Tribeca < 2e-16
## ModelBaja 0.140622
## ModelBeetle 0.757740
## ModelBeetle Convertible 0.853489
## ModelBeretta < 2e-16
## ModelBlack Diamond Avalanche < 2e-16
## ModelBlackwood 0.028736
## ModelBlazer < 2e-16
## ModelBolt EV < 2e-16
## ModelBonneville < 2e-16
## ModelBorrego 0.006880
## ModelBoxster < 2e-16
## ModelBravada 8.15e-07
## ModelBreeze 0.929508
## ModelBronco 0.001997
## ModelBronco II 0.044437
## ModelBrooklands 0.107483
## ModelBrougham 7.88e-13
## ModelBRZ 0.288045
## ModelC-Class < 2e-16
## ModelC-Max Hybrid 0.005609
## ModelC/K 1500 Series 3.54e-13
## ModelC/K 2500 Series 5.30e-12
## ModelC30 0.197738
## ModelC36 AMG 8.29e-15
## ModelC43 AMG 3.09e-15
## ModelC70 0.300856
## ModelC8 NA
## ModelCabrio 0.606108
## ModelCabriolet 0.264603
## ModelCadenza 0.000509
## ModelCaliber 0.589030
## ModelCalifornia 8.14e-07
## ModelCalifornia T 4.47e-07
## ModelCamaro < 2e-16
## ModelCamry 4.31e-06
## ModelCamry Hybrid 0.028034
## ModelCamry Solara 4.11e-07
## ModelCanyon < 2e-16
## ModelCaprice < 2e-16
## ModelCaptiva Sport < 2e-16
## ModelCaravan 0.974052
## ModelCarrera GT < 2e-16
## ModelCascada 0.000904
## ModelCatera < 2e-16
## ModelCavalier < 2e-16
## ModelCayenne 1.96e-06
## ModelCayman 2.23e-16
## ModelCayman S 0.041928
## ModelCC 0.124192
## ModelCelebrity 5.62e-10
## ModelCelica 3.10e-05
## ModelCentury 0.212881
## ModelChallenger 0.700714
## ModelCharger 0.872960
## ModelChevy Van < 2e-16
## ModelCiera 0.706651
## ModelCirrus 0.608177
## ModelCity Express 6.45e-16
## ModelCivic 8.58e-15
## ModelCivic CRX 0.031687
## ModelCivic del Sol 0.679221
## ModelCL 0.000369
## ModelCL-Class 0.007863
## ModelCLA-Class < 2e-16
## ModelClassic < 2e-16
## ModelCLK-Class 1.95e-15
## ModelCLS-Class 5.06e-13
## ModelCobalt < 2e-16
## ModelColorado < 2e-16
## ModelColt 0.135636
## ModelConcorde 0.303814
## ModelContinental 0.000204
## ModelContinental Flying Spur 0.000203
## ModelContinental Flying Spur Speed 6.81e-05
## ModelContinental GT 3.80e-05
## ModelContinental GT Speed 9.02e-05
## ModelContinental GT Speed Convertible 0.000247
## ModelContinental GT3-R 0.741458
## ModelContinental GTC 3.92e-05
## ModelContinental GTC Speed 0.000127
## ModelContinental Supersports 0.051166
## ModelContinental Supersports Convertible 0.013677
## ModelContour 0.576990
## ModelContour SVT 0.768762
## ModelCorniche 1.25e-11
## ModelCorolla 0.022035
## ModelCorolla iM 0.467351
## ModelCorrado 0.403161
## ModelCorsica 2.20e-11
## ModelCorvette 4.43e-14
## ModelCorvette Stingray 1.24e-12
## ModelCoupe 0.619203
## ModelCR-V 0.050770
## ModelCR-Z 0.001538
## ModelCressida 4.37e-05
## ModelCrossfire 0.018690
## ModelCrosstour 0.357693
## ModelCrosstrek 0.619418
## ModelCrown Victoria 0.344573
## ModelCruze < 2e-16
## ModelCruze Limited < 2e-16
## ModelCT 200h 0.000223
## ModelCT6 0.002670
## ModelCTS 0.326055
## ModelCTS Coupe 2.41e-09
## ModelCTS Wagon 0.000580
## ModelCTS-V 4.99e-05
## ModelCTS-V Coupe 8.97e-06
## ModelCTS-V Wagon 2.27e-05
## ModelCube 0.000150
## ModelCustom Cruiser 0.813248
## ModelCutlass 0.174903
## ModelCutlass Calais 0.001588
## ModelCutlass Ciera 0.024019
## ModelCutlass Supreme 0.521594
## ModelCX-3 2.06e-07
## ModelCX-5 9.17e-13
## ModelCX-7 2.40e-15
## ModelCX-9 < 2e-16
## ModelDakota 0.890530
## ModelDart 0.584248
## ModelDawn 0.435625
## ModelDaytona 0.217640
## ModelDB7 0.125692
## ModelDB9 0.017053
## ModelDB9 GT 0.116470
## ModelDBS 0.000127
## ModelDefender < 2e-16
## ModelDeVille 0.004577
## ModelDiablo < 2e-16
## ModelDiamante 0.715758
## ModelDiscovery 4.80e-05
## ModelDiscovery Series II 1.36e-07
## ModelDiscovery Sport 5.29e-07
## ModelDTS 0.022183
## ModelDurango 0.336219
## ModelDynasty 0.212646
## ModelE-150 0.598177
## ModelE-250 0.332661
## ModelE-Class < 2e-16
## Modele-Golf 0.590585
## ModelE-Series Van 0.399933
## ModelE-Series Wagon 0.028983
## ModelE55 AMG 2.06e-11
## ModelECHO 0.000742
## ModelEclipse 0.016013
## ModelEclipse Spyder 0.025739
## ModelEdge 0.606865
## ModelEighty-Eight 0.001500
## ModelEighty-Eight Royale 0.761308
## ModelElantra 1.52e-11
## ModelElantra Coupe 3.87e-10
## ModelElantra GT < 2e-16
## ModelElantra Touring 7.61e-12
## ModelEldorado 0.002156
## ModelElectra 0.013458
## ModelElement 0.002058
## ModelElise 6.48e-12
## ModelEnclave 1.90e-13
## ModelEncore 0.003558
## ModelEndeavor 0.251913
## ModelEntourage 0.268787
## ModelEnvision 4.23e-10
## ModelEnvoy 1.19e-13
## ModelEnvoy XL 8.11e-10
## ModelEnvoy XUV 8.46e-06
## ModelEnzo 2.28e-11
## ModelEos 0.169863
## ModelEquator 2.15e-05
## ModelEquinox < 2e-16
## ModelEquus 0.001273
## ModelES 250 1.65e-09
## ModelES 300 2.46e-05
## ModelES 300h 0.000862
## ModelES 330 1.46e-06
## ModelES 350 7.67e-10
## ModelEscalade 5.67e-07
## ModelEscalade ESV 2.31e-09
## ModelEscalade EXT 0.000228
## ModelEscalade Hybrid 7.36e-15
## ModelEscape 0.698980
## ModelEscape Hybrid 0.417114
## ModelEscort 0.000123
## ModelEsprit 0.001220
## ModelEstate Wagon 0.195376
## ModelEsteem 9.86e-05
## ModelEuroVan 0.235278
## ModelEvora 0.043049
## ModelEvora 400 0.585210
## ModelEX 0.006815
## ModelEX35 0.006938
## ModelExcel 0.001733
## ModelExige NA
## ModelExpedition 8.43e-06
## ModelExplorer 0.410244
## ModelExplorer Sport 0.087835
## ModelExplorer Sport Trac 0.098324
## ModelExpo 0.420476
## ModelExpress < 2e-16
## ModelExpress Cargo 1.05e-11
## ModelF-150 0.825330
## ModelF-150 Heritage 0.755815
## ModelF-150 SVT Lightning 1.59e-07
## ModelF-250 0.009155
## ModelF12 Berlinetta 0.005080
## ModelF430 0.002772
## ModelFestiva 0.003169
## ModelFF 0.000240
## ModelFiesta 7.21e-05
## ModelFirebird < 2e-16
## ModelFit < 2e-16
## ModelFit EV 0.711447
## ModelFive Hundred 0.979960
## ModelFJ Cruiser 4.48e-05
## ModelFleetwood < 2e-16
## ModelFlex 0.496177
## ModelFlying Spur 0.000170
## ModelFocus 0.023475
## ModelFocus RS 0.059052
## ModelFocus ST 0.002751
## ModelForenza 5.51e-08
## ModelForester 0.013732
## ModelForte 1.18e-05
## ModelFox 0.055303
## ModelFR-S 5.61e-11
## ModelFreelander 3.63e-09
## ModelFreestar 0.329571
## ModelFreestyle 0.691049
## ModelFrontier 5.79e-06
## ModelFusion 0.638202
## ModelFusion Hybrid 0.146073
## ModelFX 0.228363
## ModelFX35 0.220060
## ModelFX45 0.826232
## ModelFX50 0.102969
## ModelG Convertible 0.089604
## ModelG Coupe 0.935519
## ModelG Sedan 0.824417
## ModelG-Class 0.030895
## ModelG20 0.272970
## ModelG3 0.100363
## ModelG35 0.538943
## ModelG37 0.388221
## ModelG37 Convertible 0.208504
## ModelG37 Coupe 0.962157
## ModelG37 Sedan 0.509349
## ModelG5 0.955376
## ModelG6 1.39e-05
## ModelG8 0.039050
## ModelG80 NA
## ModelGalant 0.048604
## ModelGallardo < 2e-16
## ModelGenesis 0.531211
## ModelGenesis Coupe 3.44e-09
## ModelGhibli 0.039382
## ModelGhost 0.543901
## ModelGhost Series II 0.170606
## ModelGL-Class < 2e-16
## ModelGLA-Class < 2e-16
## ModelGLC-Class < 2e-16
## ModelGLE-Class < 2e-16
## ModelGLE-Class Coupe < 2e-16
## ModelGLI 0.711956
## ModelGLK-Class < 2e-16
## ModelGLS-Class 3.45e-14
## ModelGolf 0.705816
## ModelGolf Alltrack 0.584486
## ModelGolf GTI 0.814801
## ModelGolf R 0.814573
## ModelGolf SportWagen 0.688589
## ModelGrand Am 6.64e-07
## ModelGrand Caravan 0.725518
## ModelGrand Prix 0.008045
## ModelGrand Vitara 0.000165
## ModelGrand Voyager 0.663814
## ModelGranSport 0.777949
## ModelGranTurismo 0.461400
## ModelGranTurismo Convertible 0.478406
## ModelGS 200t 0.069590
## ModelGS 300 0.023224
## ModelGS 350 9.86e-05
## ModelGS 400 2.43e-09
## ModelGS 430 0.305425
## ModelGS 450h 0.247869
## ModelGS 460 0.041257
## ModelGS F 0.241367
## ModelGT < 2e-16
## ModelGT-R < 2e-16
## ModelGTI 0.606438
## ModelGTO 0.027805
## ModelGX 460 0.013821
## ModelGX 470 0.059089
## ModelH3 5.69e-07
## ModelH3T NA
## ModelHHR < 2e-16
## ModelHighlander 4.68e-10
## ModelHighlander Hybrid 3.18e-10
## ModelHorizon 0.206818
## ModelHR-V 1.24e-05
## ModelHS 250h 0.000171
## ModelHuracan < 2e-16
## Modeli-MiEV 1.71e-07
## Modeli3 0.000238
## ModelI30 0.038720
## ModelI35 0.545184
## ModeliA 0.905034
## ModelILX 5.42e-07
## ModelILX Hybrid 0.015628
## ModeliM 0.422576
## ModelImpala < 2e-16
## ModelImpala Limited < 2e-16
## ModelImperial 0.224948
## ModelImpreza 0.034914
## ModelImpreza WRX 0.802202
## ModelInsight 0.000537
## ModelIntegra 0.000732
## ModelIntrepid 0.755950
## ModelIntrigue 0.698549
## ModeliQ 0.720940
## ModelIS 200t 8.41e-07
## ModelIS 250 2.57e-08
## ModelIS 250 C 5.21e-07
## ModelIS 300 1.08e-11
## ModelIS 350 8.62e-13
## ModelIS 350 C 1.03e-09
## ModelIS F 5.13e-05
## ModelJ30 0.000134
## ModelJetta 0.912158
## ModelJetta GLI 0.700506
## ModelJetta Hybrid 0.970585
## ModelJetta SportWagen 0.697450
## ModelJimmy < 2e-16
## ModelJourney 0.949793
## ModelJuke 0.001920
## ModelJusty 1.76e-07
## ModelJX 0.097308
## ModelK900 6.03e-06
## ModelKizashi 0.568581
## ModelLaCrosse 7.56e-06
## ModelLancer 2.75e-05
## ModelLancer Evolution 0.130373
## ModelLancer Sportback 8.34e-05
## ModelLand Cruiser < 2e-16
## ModelLandaulet NA
## ModelLaser 0.380059
## ModelLe Baron 0.286513
## ModelLe Mans < 2e-16
## ModelLeaf 0.758303
## ModelLegacy 0.904644
## ModelLegend 8.10e-07
## ModelLeSabre 5.88e-09
## ModelLevante 0.028259
## ModelLFA < 2e-16
## ModelLHS 0.679761
## ModelLoyale 2.38e-06
## ModelLR2 6.71e-08
## ModelLR3 0.074375
## ModelLR4 0.000527
## ModelLS 0.059709
## ModelLS 400 0.004684
## ModelLS 430 0.827135
## ModelLS 460 0.757831
## ModelLS 600h L 0.000146
## ModelLSS 0.122750
## ModelLTD Crown Victoria 0.888504
## ModelLucerne < 2e-16
## ModelLumina < 2e-16
## ModelLumina Minivan 4.65e-10
## ModelLX 450 0.156314
## ModelLX 470 0.001723
## ModelLX 570 0.216710
## ModelM 0.000347
## ModelM-Class < 2e-16
## ModelM2 0.629189
## ModelM3 0.000953
## ModelM30 0.009371
## ModelM35 0.011840
## ModelM37 0.115365
## ModelM4 1.80e-05
## ModelM4 GTS 1.69e-15
## ModelM45 0.000278
## ModelM5 3.06e-06
## ModelM56 0.008532
## ModelM6 < 2e-16
## ModelM6 Gran Coupe 2.45e-16
## ModelMacan 4.40e-11
## ModelMagnum 0.657919
## ModelMalibu < 2e-16
## ModelMalibu Classic < 2e-16
## ModelMalibu Hybrid < 2e-16
## ModelMalibu Limited < 2e-16
## ModelMalibu Maxx < 2e-16
## ModelMark LT 0.435734
## ModelMark VII 0.002363
## ModelMark VIII 2.06e-05
## ModelMatrix 0.016263
## ModelMaxima 0.014509
## ModelMaybach 0.740604
## ModelMazdaspeed 3 0.005846
## ModelMazdaspeed 6 6.20e-12
## ModelMazdaspeed MX-5 Miata 5.69e-08
## ModelMazdaspeed Protege 4.21e-05
## ModelMDX 0.000333
## ModelMetris < 2e-16
## ModelMetro < 2e-16
## ModelMighty Max Pickup 0.926369
## ModelMillenia < 2e-16
## ModelMirage 3.95e-09
## ModelMirage G4 1.29e-06
## ModelMKC 0.145968
## ModelMKS 0.428667
## ModelMKT 0.017276
## ModelMKX 0.175125
## ModelMKZ 0.267836
## ModelMKZ Hybrid 0.316565
## ModelML55 AMG 7.06e-11
## ModelModel S NA
## ModelMonaco 0.338612
## ModelMontana 2.06e-06
## ModelMontana SV6 0.005852
## ModelMonte Carlo < 2e-16
## ModelMontero 0.107209
## ModelMontero Sport 0.785288
## ModelMP4-12C NA
## ModelMPV 9.93e-08
## ModelMR2 3.19e-07
## ModelMR2 Spyder 1.18e-05
## ModelMulsanne 0.614577
## ModelMurano 2.20e-06
## ModelMurano CrossCabriolet 8.12e-09
## ModelMurcielago < 2e-16
## ModelMustang 0.019199
## ModelMustang SVT Cobra 0.073395
## ModelMX-3 < 2e-16
## ModelMX-5 Miata 4.90e-10
## ModelMX-6 4.47e-10
## ModelNavajo < 2e-16
## ModelNavigator 1.87e-05
## ModelNeon 0.520031
## ModelNew Beetle 0.900479
## ModelNew Yorker 0.632026
## ModelNinety-Eight 0.449894
## ModelNitro 0.840271
## ModelNSX < 2e-16
## ModelNV200 0.928150
## ModelNX 2.58e-05
## ModelNX 200t 2.25e-08
## ModelNX 300h 1.53e-07
## ModelOdyssey 0.910767
## ModelOmni 0.155536
## ModelOptima 0.639570
## ModelOptima Hybrid 0.335655
## ModelOutback 1.12e-05
## ModelOutlander 0.010275
## ModelOutlander Sport 0.000316
## ModelPacifica 0.240688
## ModelPanamera NA
## ModelPark Avenue < 2e-16
## ModelPark Ward 3.17e-09
## ModelPaseo 5.24e-08
## ModelPassat 0.442103
## ModelPassport 0.357622
## ModelPathfinder 0.001280
## ModelPhaeton 2.82e-05
## ModelPhantom < 2e-16
## ModelPhantom Coupe 3.09e-13
## ModelPhantom Drophead Coupe 6.38e-12
## ModelPickup 3.82e-14
## ModelPilot 0.984216
## ModelPrecis 0.495616
## ModelPrelude 0.680140
## ModelPrevia 8.88e-05
## ModelPrius 1.75e-07
## ModelPrius c 0.003563
## ModelPrius Prime 2.63e-08
## ModelPrius v 0.000177
## ModelPrizm < 2e-16
## ModelProbe 0.532134
## ModelProtege 7.90e-05
## ModelProtege5 4.16e-05
## ModelProwler 2.09e-08
## ModelPT Cruiser 0.847640
## ModelPulsar 0.002947
## ModelQ3 0.905893
## ModelQ40 0.015211
## ModelQ45 8.97e-08
## ModelQ5 0.233072
## ModelQ50 0.993272
## ModelQ60 Convertible 0.146335
## ModelQ60 Coupe 0.711464
## ModelQ7 0.052822
## ModelQ70 0.004451
## ModelQuattroporte 0.838604
## ModelQuest 0.065321
## ModelQX 0.000393
## ModelQX4 0.028085
## ModelQX50 0.000176
## ModelQX56 1.49e-05
## ModelQX60 0.057093
## ModelQX70 0.081880
## ModelQX80 2.76e-05
## ModelR-Class < 2e-16
## ModelR32 0.319425
## ModelR8 4.75e-12
## ModelRabbit 0.375028
## ModelRaider 0.001130
## ModelRainier 1.09e-09
## ModelRally Wagon 1.78e-10
## ModelRAM 150 0.579268
## ModelRAM 250 0.546883
## ModelRam 50 Pickup 0.125993
## ModelRam Cargo 0.832001
## ModelRam Pickup 1500 0.980269
## ModelRam Van 0.820843
## ModelRam Wagon 0.760087
## ModelRamcharger 0.408287
## ModelRange Rover < 2e-16
## ModelRange Rover Evoque 0.000471
## ModelRange Rover Sport NA
## ModelRanger 0.130580
## ModelRapide 0.347545
## ModelRapide S 0.066135
## ModelRAV4 1.50e-06
## ModelRAV4 EV 2.45e-08
## ModelRAV4 Hybrid 0.005159
## ModelRC 200t 6.51e-06
## ModelRC 300 8.18e-07
## ModelRC 350 9.85e-12
## ModelRC F 3.20e-09
## ModelRDX 1.28e-08
## ModelReatta 0.797474
## ModelRegal 0.057652
## ModelRegency 0.040301
## ModelRendezvous 0.000644
## ModelReno 2.61e-11
## ModelReventon NA
## ModelRidgeline 4.77e-08
## ModelRio 3.80e-09
## ModelRiviera 0.055993
## ModelRL 0.861503
## ModelRLX 0.865201
## ModelRoadmaster 0.197751
## ModelRogue 0.207678
## ModelRogue Select 0.013216
## ModelRondo 0.025014
## ModelRoutan 0.085863
## ModelRS 4 0.000699
## ModelRS 5 0.028344
## ModelRS 6 7.96e-05
## ModelRS 7 0.000269
## ModelRSX 1.80e-11
## ModelRX 300 3.83e-05
## ModelRX 330 2.54e-05
## ModelRX 350 3.90e-06
## ModelRX 400h 3.88e-06
## ModelRX 450h 5.26e-07
## ModelRX-7 < 2e-16
## ModelRX-8 7.84e-15
## ModelS-10 < 2e-16
## ModelS-10 Blazer 2.73e-15
## ModelS-15 1.04e-06
## ModelS-15 Jimmy 2.50e-07
## ModelS-Class 0.000145
## ModelS2000 NA
## ModelS3 0.225820
## ModelS4 0.053096
## ModelS40 0.740774
## ModelS5 0.018319
## ModelS6 0.010947
## ModelS60 0.293420
## ModelS60 Cross Country 0.068657
## ModelS7 0.002844
## ModelS70 0.220063
## ModelS8 7.63e-05
## ModelS80 0.039063
## ModelS90 0.078521
## ModelSafari 1.77e-06
## ModelSafari Cargo 3.07e-05
## ModelSamurai 0.000220
## ModelSanta Fe 0.531091
## ModelSanta Fe Sport 0.197285
## ModelSavana 1.67e-11
## ModelSavana Cargo 1.08e-07
## ModelSC 300 3.22e-07
## ModelSC 400 3.70e-08
## ModelSC 430 NA
## ModelScoupe 0.095246
## ModelSebring 0.259185
## ModelSedona 0.141771
## ModelSentra 0.000339
## ModelSephia 0.004568
## ModelSequoia < 2e-16
## ModelSeville 0.033988
## ModelShadow 0.184856
## ModelShelby GT350 0.997546
## ModelShelby GT500 0.142742
## ModelSidekick 0.112227
## ModelSienna 3.98e-06
## ModelSierra 1500 < 2e-16
## ModelSierra 1500 Classic < 2e-16
## ModelSierra 1500 Hybrid < 2e-16
## ModelSierra 1500HD < 2e-16
## ModelSierra C3 0.025070
## ModelSierra Classic 1500 0.778311
## ModelSigma 0.471386
## ModelSilhouette 5.88e-05
## ModelSilver Seraph 1.39e-05
## ModelSilverado 1500 < 2e-16
## ModelSilverado 1500 Classic < 2e-16
## ModelSilverado 1500 Hybrid < 2e-16
## ModelSixty Special 2.13e-07
## ModelSkylark 0.171189
## ModelSL-Class 3.32e-07
## ModelSLC-Class < 2e-16
## ModelSLK-Class < 2e-16
## ModelSLR McLaren < 2e-16
## ModelSLS AMG 0.494525
## ModelSLS AMG GT 0.896854
## ModelSLS AMG GT Final Edition NA
## ModelSLX 1.17e-05
## ModelSolstice 0.015446
## ModelSonata 9.17e-05
## ModelSonata Hybrid 1.85e-05
## ModelSonic < 2e-16
## ModelSonoma < 2e-16
## ModelSorento 6.04e-08
## ModelSoul 2.06e-05
## ModelSoul EV 0.321370
## ModelSpark < 2e-16
## ModelSpark EV < 2e-16
## ModelSpectra 7.62e-05
## ModelSpirit 0.164223
## ModelSportage NA
## ModelSportvan < 2e-16
## ModelSpyder 0.365128
## ModelSQ5 0.815354
## ModelSRT Viper 0.046357
## ModelSRX 0.000482
## ModelSS < 2e-16
## ModelSSR 8.21e-09
## ModelStanza 1.95e-05
## ModelStealth 0.282301
## ModelStratus 0.818524
## ModelSTS 0.038300
## ModelSTS-V 0.068789
## ModelSuburban 3.58e-12
## ModelSunbird 3.43e-14
## ModelSundance 0.133878
## ModelSunfire 4.75e-05
## ModelSuperamerica NA
## ModelSupersports Convertible ISR 0.023174
## ModelSupra < 2e-16
## ModelSVX 0.878571
## ModelSwift 1.41e-06
## ModelSX4 9.31e-09
## ModelSyclone 0.000137
## ModelT100 2.94e-14
## ModelTacoma 0.003310
## ModelTahoe 6.64e-11
## ModelTahoe Hybrid 1.23e-10
## ModelTahoe Limited/Z71 8.40e-13
## ModelTaurus 0.343024
## ModelTaurus X 0.962784
## ModeltC 3.44e-06
## ModelTC 0.841150
## ModelTempo 0.035660
## ModelTercel 1.91e-09
## ModelTerrain 5.07e-13
## ModelTerraza 0.000370
## ModelThunderbird 0.160425
## ModelTiburon 7.81e-05
## ModelTiguan 0.344404
## ModelTitan 0.835637
## ModelTL 0.001387
## ModelTLX 0.000159
## ModelToronado NA
## ModelTorrent 0.002559
## ModelTouareg 0.006148
## ModelTouareg 2 0.025521
## ModelTown and Country 0.106266
## ModelTown Car 8.57e-05
## ModelTracker < 2e-16
## ModelTrailBlazer < 2e-16
## ModelTrailBlazer EXT < 2e-16
## ModelTrans Sport 0.299340
## ModelTransit Connect 0.392352
## ModelTransit Wagon 0.044918
## ModelTraverse < 2e-16
## ModelTrax < 2e-16
## ModelTribeca 2.49e-05
## ModelTribute 5.06e-13
## ModelTribute Hybrid 4.16e-13
## ModelTruck 1.58e-12
## ModelTSX 0.000216
## ModelTSX Sport Wagon 0.001733
## ModelTT 0.060144
## ModelTT RS 0.017175
## ModelTTS 0.031916
## ModelTucson 0.009261
## ModelTundra 0.002914
## ModelTyphoon 5.63e-13
## ModelUplander 9.50e-16
## ModelV12 Vanquish 0.003529
## ModelV12 Vantage 0.407746
## ModelV12 Vantage S 7.82e-05
## ModelV40 0.499221
## ModelV50 0.533589
## ModelV60 0.157845
## ModelV60 Cross Country 0.019363
## ModelV70 0.309567
## ModelV8 0.765563
## ModelV8 Vantage 2.17e-11
## ModelV90 0.324186
## ModelVan 0.013865
## ModelVanagon 0.130555
## ModelVandura 7.00e-07
## ModelVanquish 0.034975
## ModelVanwagon NA
## ModelVeloster 1.25e-10
## ModelVenture 6.99e-11
## ModelVenza 2.19e-07
## ModelVeracruz 0.938972
## ModelVerano NA
## ModelVerona 0.085757
## ModelVersa < 2e-16
## ModelVersa Note 1.80e-10
## ModelVeyron 16.4 NA
## ModelVibe NA
## ModelVigor 4.33e-05
## ModelViper 0.101326
## ModelVirage NA
## ModelVitara 0.019483
## ModelVoyager 0.900331
## ModelWindstar 0.001766
## ModelWindstar Cargo NA
## ModelWraith NA
## ModelWRX 0.685038
## ModelX-90 0.005049
## ModelX1 0.002290
## ModelX3 0.089758
## ModelX4 0.180660
## ModelX5 0.961660
## ModelX5 M 0.686118
## ModelX6 0.506389
## ModelX6 M 0.878234
## ModelxA 0.059263
## ModelxB 0.214634
## ModelXC 0.961442
## ModelXC60 0.000264
## ModelXC70 0.000136
## ModelXC90 NA
## ModelxD NA
## ModelXG300 0.605647
## ModelXG350 NA
## ModelXL-7 0.178504
## ModelXL7 NA
## ModelXLR < 2e-16
## ModelXLR-V 9.07e-07
## ModelXT 0.004818
## ModelXT5 0.002118
## ModelXterra NA
## ModelXTS NA
## ModelXV Crosstrek NA
## ModelYaris 0.703164
## ModelYaris iA NA
## ModelYukon 0.193896
## ModelYukon Denali 0.006648
## ModelYukon Hybrid 0.746607
## ModelYukon XL NA
## ModelZ3 9.24e-07
## ModelZ4 7.90e-10
## ModelZ4 M 0.001193
## ModelZ8 < 2e-16
## ModelZDX NA
## ModelZephyr NA
## Year1991 0.743799
## Year1992 0.551637
## Year1993 0.916919
## Year1994 0.932331
## Year1995 0.108914
## Year1996 0.000301
## Year1997 1.54e-05
## Year1998 6.68e-11
## Year1999 < 2e-16
## Year2000 < 2e-16
## Year2001 < 2e-16
## Year2002 < 2e-16
## Year2003 < 2e-16
## Year2004 < 2e-16
## Year2005 < 2e-16
## Year2006 < 2e-16
## Year2007 < 2e-16
## Year2008 < 2e-16
## Year2009 < 2e-16
## Year2010 < 2e-16
## Year2011 < 2e-16
## Year2012 < 2e-16
## Year2013 < 2e-16
## Year2014 < 2e-16
## Year2015 < 2e-16
## Year2016 < 2e-16
## Year2017 < 2e-16
## Engine.Fuel.Typediesel 0.001663
## Engine.Fuel.Typeelectric 2.75e-09
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85) 0.236668
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85) 0.500598
## Engine.Fuel.Typeflex-fuel (unleaded/E85) 0.498382
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) 0.001827
## Engine.Fuel.Typenatural gas 1.07e-05
## Engine.Fuel.Typepremium unleaded (recommended) 0.240563
## Engine.Fuel.Typepremium unleaded (required) 0.441763
## Engine.Fuel.Typeregular unleaded 0.571521
## Engine.HP < 2e-16
## Engine.Cylinders 0.000140
## Transmission.TypeAUTOMATIC 0.033022
## Transmission.TypeDIRECT_DRIVE 0.264029
## Transmission.TypeMANUAL < 2e-16
## Transmission.TypeUNKNOWN 2.19e-07
## Driven_Wheelsfour wheel drive 3.40e-06
## Driven_Wheelsfront wheel drive < 2e-16
## Driven_Wheelsrear wheel drive < 2e-16
## Number.of.Doors2 0.027316
## Number.of.Doors3 0.120324
## Number.of.Doors4 0.337281
## Market.CategoryCrossover,Diesel 0.465980
## Market.CategoryCrossover,Exotic,Luxury,High-Performance 0.836655
## Market.CategoryCrossover,Exotic,Luxury,Performance NA
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance 5.88e-08
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance 1.72e-05
## Market.CategoryCrossover,Factory Tuner,Performance 0.262030
## Market.CategoryCrossover,Flex Fuel 0.653027
## Market.CategoryCrossover,Flex Fuel,Luxury 0.003336
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance 0.001153
## Market.CategoryCrossover,Flex Fuel,Performance 0.087390
## Market.CategoryCrossover,Hatchback 0.884611
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance 0.000339
## Market.CategoryCrossover,Hatchback,Luxury NA
## Market.CategoryCrossover,Hatchback,Performance 0.032683
## Market.CategoryCrossover,Hybrid 1.07e-08
## Market.CategoryCrossover,Luxury 0.000315
## Market.CategoryCrossover,Luxury,Diesel 0.001115
## Market.CategoryCrossover,Luxury,High-Performance 5.40e-08
## Market.CategoryCrossover,Luxury,Hybrid 4.57e-07
## Market.CategoryCrossover,Luxury,Performance 0.000137
## Market.CategoryCrossover,Luxury,Performance,Hybrid NA
## Market.CategoryCrossover,Performance 0.013181
## Market.CategoryDiesel 0.255281
## Market.CategoryDiesel,Luxury 0.943731
## Market.CategoryExotic,Factory Tuner,High-Performance 6.23e-16
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance 0.463875
## Market.CategoryExotic,Factory Tuner,Luxury,Performance 0.620381
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance 0.750087
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance 0.158774
## Market.CategoryExotic,High-Performance 1.30e-12
## Market.CategoryExotic,Luxury 0.528988
## Market.CategoryExotic,Luxury,High-Performance 0.275002
## Market.CategoryExotic,Luxury,High-Performance,Hybrid 0.042463
## Market.CategoryExotic,Luxury,Performance NA
## Market.CategoryExotic,Performance NA
## Market.CategoryFactory Tuner,High-Performance 0.007815
## Market.CategoryFactory Tuner,Luxury 0.403628
## Market.CategoryFactory Tuner,Luxury,High-Performance 0.016246
## Market.CategoryFactory Tuner,Luxury,Performance 0.426149
## Market.CategoryFactory Tuner,Performance 0.292304
## Market.CategoryFlex Fuel 0.003970
## Market.CategoryFlex Fuel,Diesel 0.405870
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance 0.046728
## Market.CategoryFlex Fuel,Hybrid 0.079558
## Market.CategoryFlex Fuel,Luxury 0.801347
## Market.CategoryFlex Fuel,Luxury,High-Performance 0.305865
## Market.CategoryFlex Fuel,Luxury,Performance 0.302356
## Market.CategoryFlex Fuel,Performance 0.332056
## Market.CategoryFlex Fuel,Performance,Hybrid 0.236597
## Market.CategoryHatchback 0.696839
## Market.CategoryHatchback,Diesel 0.967071
## Market.CategoryHatchback,Factory Tuner,High-Performance 0.006061
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance 0.000442
## Market.CategoryHatchback,Factory Tuner,Performance 0.056127
## Market.CategoryHatchback,Flex Fuel 0.647434
## Market.CategoryHatchback,Hybrid NA
## Market.CategoryHatchback,Luxury 0.068617
## Market.CategoryHatchback,Luxury,Hybrid NA
## Market.CategoryHatchback,Luxury,Performance 0.038543
## Market.CategoryHatchback,Performance 0.229547
## Market.CategoryHigh-Performance 0.988952
## Market.CategoryHybrid 0.000219
## Market.CategoryLuxury 0.944636
## Market.CategoryLuxury,High-Performance 0.642231
## Market.CategoryLuxury,High-Performance,Hybrid 0.449647
## Market.CategoryLuxury,Hybrid 0.420579
## Market.CategoryLuxury,Performance 0.710299
## Market.CategoryLuxury,Performance,Hybrid 0.426239
## Market.CategoryN/A 0.087404
## Market.CategoryPerformance 0.831458
## Market.CategoryPerformance,Hybrid 0.916913
## Vehicle.SizeLarge 0.085709
## Vehicle.SizeMidsize 0.190520
## Vehicle.Style2dr SUV 0.020429
## Vehicle.Style4dr Hatchback 0.253233
## Vehicle.Style4dr SUV 0.054178
## Vehicle.StyleCargo Minivan 0.359351
## Vehicle.StyleCargo Van 0.906757
## Vehicle.StyleConvertible < 2e-16
## Vehicle.StyleConvertible SUV NA
## Vehicle.StyleCoupe 3.27e-07
## Vehicle.StyleCrew Cab Pickup < 2e-16
## Vehicle.StyleExtended Cab Pickup 3.11e-08
## Vehicle.StylePassenger Minivan 0.531095
## Vehicle.StylePassenger Van NA
## Vehicle.StyleRegular Cab Pickup NA
## Vehicle.StyleSedan 0.492682
## Vehicle.StyleWagon NA
## highway.MPG 0.756772
## city.mpg 0.256697
## Popularity NA
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## Model612 Scaglietti
## Model62 ***
## Model626 ***
## Model650S Coupe
## Model650S Spider
## Model7 Series ***
## Model718 Cayman ***
## Model740
## Model760
## Model780
## Model8 Series ***
## Model80
## Model850
## Model86 *
## Model9-2X **
## Model9-3 ***
## Model9-3 Griffin ***
## Model9-4X
## Model9-5 ***
## Model9-7X ***
## Model90
## Model900
## Model9000
## Model911
## Model928
## Model929 ***
## Model940
## Model944 ***
## Model960
## Model968 ***
## ModelA3 .
## ModelA4 *
## ModelA4 allroad *
## ModelA5 *
## ModelA6 ***
## ModelA7 ***
## ModelA8 ***
## ModelAcadia ***
## ModelAcadia Limited
## ModelAccent ***
## ModelAcclaim
## ModelAccord ***
## ModelAccord Crosstour
## ModelAccord Hybrid *
## ModelAccord Plug-In Hybrid
## ModelAchieva
## ModelActiveHybrid 5 ***
## ModelActiveHybrid 7 ***
## ModelActiveHybrid X6 ***
## ModelAerio ***
## ModelAerostar
## ModelAlero
## ModelAllante ***
## Modelallroad **
## Modelallroad quattro
## ModelAlpina ***
## ModelALPINA B6 Gran Coupe ***
## ModelALPINA B7 ***
## ModelAltima
## ModelAltima Hybrid
## ModelAmanti
## ModelAMG GT ***
## ModelArmada ***
## ModelArnage
## ModelAspen .
## ModelAspire *
## ModelAstro ***
## ModelAstro Cargo ***
## ModelATS ***
## ModelATS Coupe ***
## ModelATS-V ***
## ModelAurora ***
## ModelAvalanche ***
## ModelAvalon ***
## ModelAvalon Hybrid ***
## ModelAvenger
## ModelAventador ***
## ModelAveo ***
## ModelAviator *
## ModelAxxess .
## ModelAzera
## ModelAztek **
## ModelAzure
## ModelAzure T
## ModelB-Class Electric Drive ***
## ModelB-Series ***
## ModelB-Series Pickup ***
## ModelB-Series Truck ***
## ModelB9 Tribeca ***
## ModelBaja
## ModelBeetle
## ModelBeetle Convertible
## ModelBeretta ***
## ModelBlack Diamond Avalanche ***
## ModelBlackwood *
## ModelBlazer ***
## ModelBolt EV ***
## ModelBonneville ***
## ModelBorrego **
## ModelBoxster ***
## ModelBravada ***
## ModelBreeze
## ModelBronco **
## ModelBronco II *
## ModelBrooklands
## ModelBrougham ***
## ModelBRZ
## ModelC-Class ***
## ModelC-Max Hybrid **
## ModelC/K 1500 Series ***
## ModelC/K 2500 Series ***
## ModelC30
## ModelC36 AMG ***
## ModelC43 AMG ***
## ModelC70
## ModelC8
## ModelCabrio
## ModelCabriolet
## ModelCadenza ***
## ModelCaliber
## ModelCalifornia ***
## ModelCalifornia T ***
## ModelCamaro ***
## ModelCamry ***
## ModelCamry Hybrid *
## ModelCamry Solara ***
## ModelCanyon ***
## ModelCaprice ***
## ModelCaptiva Sport ***
## ModelCaravan
## ModelCarrera GT ***
## ModelCascada ***
## ModelCatera ***
## ModelCavalier ***
## ModelCayenne ***
## ModelCayman ***
## ModelCayman S *
## ModelCC
## ModelCelebrity ***
## ModelCelica ***
## ModelCentury
## ModelChallenger
## ModelCharger
## ModelChevy Van ***
## ModelCiera
## ModelCirrus
## ModelCity Express ***
## ModelCivic ***
## ModelCivic CRX *
## ModelCivic del Sol
## ModelCL ***
## ModelCL-Class **
## ModelCLA-Class ***
## ModelClassic ***
## ModelCLK-Class ***
## ModelCLS-Class ***
## ModelCobalt ***
## ModelColorado ***
## ModelColt
## ModelConcorde
## ModelContinental ***
## ModelContinental Flying Spur ***
## ModelContinental Flying Spur Speed ***
## ModelContinental GT ***
## ModelContinental GT Speed ***
## ModelContinental GT Speed Convertible ***
## ModelContinental GT3-R
## ModelContinental GTC ***
## ModelContinental GTC Speed ***
## ModelContinental Supersports .
## ModelContinental Supersports Convertible *
## ModelContour
## ModelContour SVT
## ModelCorniche ***
## ModelCorolla *
## ModelCorolla iM
## ModelCorrado
## ModelCorsica ***
## ModelCorvette ***
## ModelCorvette Stingray ***
## ModelCoupe
## ModelCR-V .
## ModelCR-Z **
## ModelCressida ***
## ModelCrossfire *
## ModelCrosstour
## ModelCrosstrek
## ModelCrown Victoria
## ModelCruze ***
## ModelCruze Limited ***
## ModelCT 200h ***
## ModelCT6 **
## ModelCTS
## ModelCTS Coupe ***
## ModelCTS Wagon ***
## ModelCTS-V ***
## ModelCTS-V Coupe ***
## ModelCTS-V Wagon ***
## ModelCube ***
## ModelCustom Cruiser
## ModelCutlass
## ModelCutlass Calais **
## ModelCutlass Ciera *
## ModelCutlass Supreme
## ModelCX-3 ***
## ModelCX-5 ***
## ModelCX-7 ***
## ModelCX-9 ***
## ModelDakota
## ModelDart
## ModelDawn
## ModelDaytona
## ModelDB7
## ModelDB9 *
## ModelDB9 GT
## ModelDBS ***
## ModelDefender ***
## ModelDeVille **
## ModelDiablo ***
## ModelDiamante
## ModelDiscovery ***
## ModelDiscovery Series II ***
## ModelDiscovery Sport ***
## ModelDTS *
## ModelDurango
## ModelDynasty
## ModelE-150
## ModelE-250
## ModelE-Class ***
## Modele-Golf
## ModelE-Series Van
## ModelE-Series Wagon *
## ModelE55 AMG ***
## ModelECHO ***
## ModelEclipse *
## ModelEclipse Spyder *
## ModelEdge
## ModelEighty-Eight **
## ModelEighty-Eight Royale
## ModelElantra ***
## ModelElantra Coupe ***
## ModelElantra GT ***
## ModelElantra Touring ***
## ModelEldorado **
## ModelElectra *
## ModelElement **
## ModelElise ***
## ModelEnclave ***
## ModelEncore **
## ModelEndeavor
## ModelEntourage
## ModelEnvision ***
## ModelEnvoy ***
## ModelEnvoy XL ***
## ModelEnvoy XUV ***
## ModelEnzo ***
## ModelEos
## ModelEquator ***
## ModelEquinox ***
## ModelEquus **
## ModelES 250 ***
## ModelES 300 ***
## ModelES 300h ***
## ModelES 330 ***
## ModelES 350 ***
## ModelEscalade ***
## ModelEscalade ESV ***
## ModelEscalade EXT ***
## ModelEscalade Hybrid ***
## ModelEscape
## ModelEscape Hybrid
## ModelEscort ***
## ModelEsprit **
## ModelEstate Wagon
## ModelEsteem ***
## ModelEuroVan
## ModelEvora *
## ModelEvora 400
## ModelEX **
## ModelEX35 **
## ModelExcel **
## ModelExige
## ModelExpedition ***
## ModelExplorer
## ModelExplorer Sport .
## ModelExplorer Sport Trac .
## ModelExpo
## ModelExpress ***
## ModelExpress Cargo ***
## ModelF-150
## ModelF-150 Heritage
## ModelF-150 SVT Lightning ***
## ModelF-250 **
## ModelF12 Berlinetta **
## ModelF430 **
## ModelFestiva **
## ModelFF ***
## ModelFiesta ***
## ModelFirebird ***
## ModelFit ***
## ModelFit EV
## ModelFive Hundred
## ModelFJ Cruiser ***
## ModelFleetwood ***
## ModelFlex
## ModelFlying Spur ***
## ModelFocus *
## ModelFocus RS .
## ModelFocus ST **
## ModelForenza ***
## ModelForester *
## ModelForte ***
## ModelFox .
## ModelFR-S ***
## ModelFreelander ***
## ModelFreestar
## ModelFreestyle
## ModelFrontier ***
## ModelFusion
## ModelFusion Hybrid
## ModelFX
## ModelFX35
## ModelFX45
## ModelFX50
## ModelG Convertible .
## ModelG Coupe
## ModelG Sedan
## ModelG-Class *
## ModelG20
## ModelG3
## ModelG35
## ModelG37
## ModelG37 Convertible
## ModelG37 Coupe
## ModelG37 Sedan
## ModelG5
## ModelG6 ***
## ModelG8 *
## ModelG80
## ModelGalant *
## ModelGallardo ***
## ModelGenesis
## ModelGenesis Coupe ***
## ModelGhibli *
## ModelGhost
## ModelGhost Series II
## ModelGL-Class ***
## ModelGLA-Class ***
## ModelGLC-Class ***
## ModelGLE-Class ***
## ModelGLE-Class Coupe ***
## ModelGLI
## ModelGLK-Class ***
## ModelGLS-Class ***
## ModelGolf
## ModelGolf Alltrack
## ModelGolf GTI
## ModelGolf R
## ModelGolf SportWagen
## ModelGrand Am ***
## ModelGrand Caravan
## ModelGrand Prix **
## ModelGrand Vitara ***
## ModelGrand Voyager
## ModelGranSport
## ModelGranTurismo
## ModelGranTurismo Convertible
## ModelGS 200t .
## ModelGS 300 *
## ModelGS 350 ***
## ModelGS 400 ***
## ModelGS 430
## ModelGS 450h
## ModelGS 460 *
## ModelGS F
## ModelGT ***
## ModelGT-R ***
## ModelGTI
## ModelGTO *
## ModelGX 460 *
## ModelGX 470 .
## ModelH3 ***
## ModelH3T
## ModelHHR ***
## ModelHighlander ***
## ModelHighlander Hybrid ***
## ModelHorizon
## ModelHR-V ***
## ModelHS 250h ***
## ModelHuracan ***
## Modeli-MiEV ***
## Modeli3 ***
## ModelI30 *
## ModelI35
## ModeliA
## ModelILX ***
## ModelILX Hybrid *
## ModeliM
## ModelImpala ***
## ModelImpala Limited ***
## ModelImperial
## ModelImpreza *
## ModelImpreza WRX
## ModelInsight ***
## ModelIntegra ***
## ModelIntrepid
## ModelIntrigue
## ModeliQ
## ModelIS 200t ***
## ModelIS 250 ***
## ModelIS 250 C ***
## ModelIS 300 ***
## ModelIS 350 ***
## ModelIS 350 C ***
## ModelIS F ***
## ModelJ30 ***
## ModelJetta
## ModelJetta GLI
## ModelJetta Hybrid
## ModelJetta SportWagen
## ModelJimmy ***
## ModelJourney
## ModelJuke **
## ModelJusty ***
## ModelJX .
## ModelK900 ***
## ModelKizashi
## ModelLaCrosse ***
## ModelLancer ***
## ModelLancer Evolution
## ModelLancer Sportback ***
## ModelLand Cruiser ***
## ModelLandaulet
## ModelLaser
## ModelLe Baron
## ModelLe Mans ***
## ModelLeaf
## ModelLegacy
## ModelLegend ***
## ModelLeSabre ***
## ModelLevante *
## ModelLFA ***
## ModelLHS
## ModelLoyale ***
## ModelLR2 ***
## ModelLR3 .
## ModelLR4 ***
## ModelLS .
## ModelLS 400 **
## ModelLS 430
## ModelLS 460
## ModelLS 600h L ***
## ModelLSS
## ModelLTD Crown Victoria
## ModelLucerne ***
## ModelLumina ***
## ModelLumina Minivan ***
## ModelLX 450
## ModelLX 470 **
## ModelLX 570
## ModelM ***
## ModelM-Class ***
## ModelM2
## ModelM3 ***
## ModelM30 **
## ModelM35 *
## ModelM37
## ModelM4 ***
## ModelM4 GTS ***
## ModelM45 ***
## ModelM5 ***
## ModelM56 **
## ModelM6 ***
## ModelM6 Gran Coupe ***
## ModelMacan ***
## ModelMagnum
## ModelMalibu ***
## ModelMalibu Classic ***
## ModelMalibu Hybrid ***
## ModelMalibu Limited ***
## ModelMalibu Maxx ***
## ModelMark LT
## ModelMark VII **
## ModelMark VIII ***
## ModelMatrix *
## ModelMaxima *
## ModelMaybach
## ModelMazdaspeed 3 **
## ModelMazdaspeed 6 ***
## ModelMazdaspeed MX-5 Miata ***
## ModelMazdaspeed Protege ***
## ModelMDX ***
## ModelMetris ***
## ModelMetro ***
## ModelMighty Max Pickup
## ModelMillenia ***
## ModelMirage ***
## ModelMirage G4 ***
## ModelMKC
## ModelMKS
## ModelMKT *
## ModelMKX
## ModelMKZ
## ModelMKZ Hybrid
## ModelML55 AMG ***
## ModelModel S
## ModelMonaco
## ModelMontana ***
## ModelMontana SV6 **
## ModelMonte Carlo ***
## ModelMontero
## ModelMontero Sport
## ModelMP4-12C
## ModelMPV ***
## ModelMR2 ***
## ModelMR2 Spyder ***
## ModelMulsanne
## ModelMurano ***
## ModelMurano CrossCabriolet ***
## ModelMurcielago ***
## ModelMustang *
## ModelMustang SVT Cobra .
## ModelMX-3 ***
## ModelMX-5 Miata ***
## ModelMX-6 ***
## ModelNavajo ***
## ModelNavigator ***
## ModelNeon
## ModelNew Beetle
## ModelNew Yorker
## ModelNinety-Eight
## ModelNitro
## ModelNSX ***
## ModelNV200
## ModelNX ***
## ModelNX 200t ***
## ModelNX 300h ***
## ModelOdyssey
## ModelOmni
## ModelOptima
## ModelOptima Hybrid
## ModelOutback ***
## ModelOutlander *
## ModelOutlander Sport ***
## ModelPacifica
## ModelPanamera
## ModelPark Avenue ***
## ModelPark Ward ***
## ModelPaseo ***
## ModelPassat
## ModelPassport
## ModelPathfinder **
## ModelPhaeton ***
## ModelPhantom ***
## ModelPhantom Coupe ***
## ModelPhantom Drophead Coupe ***
## ModelPickup ***
## ModelPilot
## ModelPrecis
## ModelPrelude
## ModelPrevia ***
## ModelPrius ***
## ModelPrius c **
## ModelPrius Prime ***
## ModelPrius v ***
## ModelPrizm ***
## ModelProbe
## ModelProtege ***
## ModelProtege5 ***
## ModelProwler ***
## ModelPT Cruiser
## ModelPulsar **
## ModelQ3
## ModelQ40 *
## ModelQ45 ***
## ModelQ5
## ModelQ50
## ModelQ60 Convertible
## ModelQ60 Coupe
## ModelQ7 .
## ModelQ70 **
## ModelQuattroporte
## ModelQuest .
## ModelQX ***
## ModelQX4 *
## ModelQX50 ***
## ModelQX56 ***
## ModelQX60 .
## ModelQX70 .
## ModelQX80 ***
## ModelR-Class ***
## ModelR32
## ModelR8 ***
## ModelRabbit
## ModelRaider **
## ModelRainier ***
## ModelRally Wagon ***
## ModelRAM 150
## ModelRAM 250
## ModelRam 50 Pickup
## ModelRam Cargo
## ModelRam Pickup 1500
## ModelRam Van
## ModelRam Wagon
## ModelRamcharger
## ModelRange Rover ***
## ModelRange Rover Evoque ***
## ModelRange Rover Sport
## ModelRanger
## ModelRapide
## ModelRapide S .
## ModelRAV4 ***
## ModelRAV4 EV ***
## ModelRAV4 Hybrid **
## ModelRC 200t ***
## ModelRC 300 ***
## ModelRC 350 ***
## ModelRC F ***
## ModelRDX ***
## ModelReatta
## ModelRegal .
## ModelRegency *
## ModelRendezvous ***
## ModelReno ***
## ModelReventon
## ModelRidgeline ***
## ModelRio ***
## ModelRiviera .
## ModelRL
## ModelRLX
## ModelRoadmaster
## ModelRogue
## ModelRogue Select *
## ModelRondo *
## ModelRoutan .
## ModelRS 4 ***
## ModelRS 5 *
## ModelRS 6 ***
## ModelRS 7 ***
## ModelRSX ***
## ModelRX 300 ***
## ModelRX 330 ***
## ModelRX 350 ***
## ModelRX 400h ***
## ModelRX 450h ***
## ModelRX-7 ***
## ModelRX-8 ***
## ModelS-10 ***
## ModelS-10 Blazer ***
## ModelS-15 ***
## ModelS-15 Jimmy ***
## ModelS-Class ***
## ModelS2000
## ModelS3
## ModelS4 .
## ModelS40
## ModelS5 *
## ModelS6 *
## ModelS60
## ModelS60 Cross Country .
## ModelS7 **
## ModelS70
## ModelS8 ***
## ModelS80 *
## ModelS90 .
## ModelSafari ***
## ModelSafari Cargo ***
## ModelSamurai ***
## ModelSanta Fe
## ModelSanta Fe Sport
## ModelSavana ***
## ModelSavana Cargo ***
## ModelSC 300 ***
## ModelSC 400 ***
## ModelSC 430
## ModelScoupe .
## ModelSebring
## ModelSedona
## ModelSentra ***
## ModelSephia **
## ModelSequoia ***
## ModelSeville *
## ModelShadow
## ModelShelby GT350
## ModelShelby GT500
## ModelSidekick
## ModelSienna ***
## ModelSierra 1500 ***
## ModelSierra 1500 Classic ***
## ModelSierra 1500 Hybrid ***
## ModelSierra 1500HD ***
## ModelSierra C3 *
## ModelSierra Classic 1500
## ModelSigma
## ModelSilhouette ***
## ModelSilver Seraph ***
## ModelSilverado 1500 ***
## ModelSilverado 1500 Classic ***
## ModelSilverado 1500 Hybrid ***
## ModelSixty Special ***
## ModelSkylark
## ModelSL-Class ***
## ModelSLC-Class ***
## ModelSLK-Class ***
## ModelSLR McLaren ***
## ModelSLS AMG
## ModelSLS AMG GT
## ModelSLS AMG GT Final Edition
## ModelSLX ***
## ModelSolstice *
## ModelSonata ***
## ModelSonata Hybrid ***
## ModelSonic ***
## ModelSonoma ***
## ModelSorento ***
## ModelSoul ***
## ModelSoul EV
## ModelSpark ***
## ModelSpark EV ***
## ModelSpectra ***
## ModelSpirit
## ModelSportage
## ModelSportvan ***
## ModelSpyder
## ModelSQ5
## ModelSRT Viper *
## ModelSRX ***
## ModelSS ***
## ModelSSR ***
## ModelStanza ***
## ModelStealth
## ModelStratus
## ModelSTS *
## ModelSTS-V .
## ModelSuburban ***
## ModelSunbird ***
## ModelSundance
## ModelSunfire ***
## ModelSuperamerica
## ModelSupersports Convertible ISR *
## ModelSupra ***
## ModelSVX
## ModelSwift ***
## ModelSX4 ***
## ModelSyclone ***
## ModelT100 ***
## ModelTacoma **
## ModelTahoe ***
## ModelTahoe Hybrid ***
## ModelTahoe Limited/Z71 ***
## ModelTaurus
## ModelTaurus X
## ModeltC ***
## ModelTC
## ModelTempo *
## ModelTercel ***
## ModelTerrain ***
## ModelTerraza ***
## ModelThunderbird
## ModelTiburon ***
## ModelTiguan
## ModelTitan
## ModelTL **
## ModelTLX ***
## ModelToronado
## ModelTorrent **
## ModelTouareg **
## ModelTouareg 2 *
## ModelTown and Country
## ModelTown Car ***
## ModelTracker ***
## ModelTrailBlazer ***
## ModelTrailBlazer EXT ***
## ModelTrans Sport
## ModelTransit Connect
## ModelTransit Wagon *
## ModelTraverse ***
## ModelTrax ***
## ModelTribeca ***
## ModelTribute ***
## ModelTribute Hybrid ***
## ModelTruck ***
## ModelTSX ***
## ModelTSX Sport Wagon **
## ModelTT .
## ModelTT RS *
## ModelTTS *
## ModelTucson **
## ModelTundra **
## ModelTyphoon ***
## ModelUplander ***
## ModelV12 Vanquish **
## ModelV12 Vantage
## ModelV12 Vantage S ***
## ModelV40
## ModelV50
## ModelV60
## ModelV60 Cross Country *
## ModelV70
## ModelV8
## ModelV8 Vantage ***
## ModelV90
## ModelVan *
## ModelVanagon
## ModelVandura ***
## ModelVanquish *
## ModelVanwagon
## ModelVeloster ***
## ModelVenture ***
## ModelVenza ***
## ModelVeracruz
## ModelVerano
## ModelVerona .
## ModelVersa ***
## ModelVersa Note ***
## ModelVeyron 16.4
## ModelVibe
## ModelVigor ***
## ModelViper
## ModelVirage
## ModelVitara *
## ModelVoyager
## ModelWindstar **
## ModelWindstar Cargo
## ModelWraith
## ModelWRX
## ModelX-90 **
## ModelX1 **
## ModelX3 .
## ModelX4
## ModelX5
## ModelX5 M
## ModelX6
## ModelX6 M
## ModelxA .
## ModelxB
## ModelXC
## ModelXC60 ***
## ModelXC70 ***
## ModelXC90
## ModelxD
## ModelXG300
## ModelXG350
## ModelXL-7
## ModelXL7
## ModelXLR ***
## ModelXLR-V ***
## ModelXT **
## ModelXT5 **
## ModelXterra
## ModelXTS
## ModelXV Crosstrek
## ModelYaris
## ModelYaris iA
## ModelYukon
## ModelYukon Denali **
## ModelYukon Hybrid
## ModelYukon XL
## ModelZ3 ***
## ModelZ4 ***
## ModelZ4 M **
## ModelZ8 ***
## ModelZDX
## ModelZephyr
## Year1991
## Year1992
## Year1993
## Year1994
## Year1995
## Year1996 ***
## Year1997 ***
## Year1998 ***
## Year1999 ***
## Year2000 ***
## Year2001 ***
## Year2002 ***
## Year2003 ***
## Year2004 ***
## Year2005 ***
## Year2006 ***
## Year2007 ***
## Year2008 ***
## Year2009 ***
## Year2010 ***
## Year2011 ***
## Year2012 ***
## Year2013 ***
## Year2014 ***
## Year2015 ***
## Year2016 ***
## Year2017 ***
## Engine.Fuel.Typediesel **
## Engine.Fuel.Typeelectric ***
## Engine.Fuel.Typeflex-fuel (premium unleaded recommended/E85)
## Engine.Fuel.Typeflex-fuel (premium unleaded required/E85)
## Engine.Fuel.Typeflex-fuel (unleaded/E85)
## Engine.Fuel.Typeflex-fuel (unleaded/natural gas) **
## Engine.Fuel.Typenatural gas ***
## Engine.Fuel.Typepremium unleaded (recommended)
## Engine.Fuel.Typepremium unleaded (required)
## Engine.Fuel.Typeregular unleaded
## Engine.HP ***
## Engine.Cylinders ***
## Transmission.TypeAUTOMATIC *
## Transmission.TypeDIRECT_DRIVE
## Transmission.TypeMANUAL ***
## Transmission.TypeUNKNOWN ***
## Driven_Wheelsfour wheel drive ***
## Driven_Wheelsfront wheel drive ***
## Driven_Wheelsrear wheel drive ***
## Number.of.Doors2 *
## Number.of.Doors3
## Number.of.Doors4
## Market.CategoryCrossover,Diesel
## Market.CategoryCrossover,Exotic,Luxury,High-Performance
## Market.CategoryCrossover,Exotic,Luxury,Performance
## Market.CategoryCrossover,Factory Tuner,Luxury,High-Performance ***
## Market.CategoryCrossover,Factory Tuner,Luxury,Performance ***
## Market.CategoryCrossover,Factory Tuner,Performance
## Market.CategoryCrossover,Flex Fuel
## Market.CategoryCrossover,Flex Fuel,Luxury **
## Market.CategoryCrossover,Flex Fuel,Luxury,Performance **
## Market.CategoryCrossover,Flex Fuel,Performance .
## Market.CategoryCrossover,Hatchback
## Market.CategoryCrossover,Hatchback,Factory Tuner,Performance ***
## Market.CategoryCrossover,Hatchback,Luxury
## Market.CategoryCrossover,Hatchback,Performance *
## Market.CategoryCrossover,Hybrid ***
## Market.CategoryCrossover,Luxury ***
## Market.CategoryCrossover,Luxury,Diesel **
## Market.CategoryCrossover,Luxury,High-Performance ***
## Market.CategoryCrossover,Luxury,Hybrid ***
## Market.CategoryCrossover,Luxury,Performance ***
## Market.CategoryCrossover,Luxury,Performance,Hybrid
## Market.CategoryCrossover,Performance *
## Market.CategoryDiesel
## Market.CategoryDiesel,Luxury
## Market.CategoryExotic,Factory Tuner,High-Performance ***
## Market.CategoryExotic,Factory Tuner,Luxury,High-Performance
## Market.CategoryExotic,Factory Tuner,Luxury,Performance
## Market.CategoryExotic,Flex Fuel,Factory Tuner,Luxury,High-Performance
## Market.CategoryExotic,Flex Fuel,Luxury,High-Performance
## Market.CategoryExotic,High-Performance ***
## Market.CategoryExotic,Luxury
## Market.CategoryExotic,Luxury,High-Performance
## Market.CategoryExotic,Luxury,High-Performance,Hybrid *
## Market.CategoryExotic,Luxury,Performance
## Market.CategoryExotic,Performance
## Market.CategoryFactory Tuner,High-Performance **
## Market.CategoryFactory Tuner,Luxury
## Market.CategoryFactory Tuner,Luxury,High-Performance *
## Market.CategoryFactory Tuner,Luxury,Performance
## Market.CategoryFactory Tuner,Performance
## Market.CategoryFlex Fuel **
## Market.CategoryFlex Fuel,Diesel
## Market.CategoryFlex Fuel,Factory Tuner,Luxury,High-Performance *
## Market.CategoryFlex Fuel,Hybrid .
## Market.CategoryFlex Fuel,Luxury
## Market.CategoryFlex Fuel,Luxury,High-Performance
## Market.CategoryFlex Fuel,Luxury,Performance
## Market.CategoryFlex Fuel,Performance
## Market.CategoryFlex Fuel,Performance,Hybrid
## Market.CategoryHatchback
## Market.CategoryHatchback,Diesel
## Market.CategoryHatchback,Factory Tuner,High-Performance **
## Market.CategoryHatchback,Factory Tuner,Luxury,Performance ***
## Market.CategoryHatchback,Factory Tuner,Performance .
## Market.CategoryHatchback,Flex Fuel
## Market.CategoryHatchback,Hybrid
## Market.CategoryHatchback,Luxury .
## Market.CategoryHatchback,Luxury,Hybrid
## Market.CategoryHatchback,Luxury,Performance *
## Market.CategoryHatchback,Performance
## Market.CategoryHigh-Performance
## Market.CategoryHybrid ***
## Market.CategoryLuxury
## Market.CategoryLuxury,High-Performance
## Market.CategoryLuxury,High-Performance,Hybrid
## Market.CategoryLuxury,Hybrid
## Market.CategoryLuxury,Performance
## Market.CategoryLuxury,Performance,Hybrid
## Market.CategoryN/A .
## Market.CategoryPerformance
## Market.CategoryPerformance,Hybrid
## Vehicle.SizeLarge .
## Vehicle.SizeMidsize
## Vehicle.Style2dr SUV *
## Vehicle.Style4dr Hatchback
## Vehicle.Style4dr SUV .
## Vehicle.StyleCargo Minivan
## Vehicle.StyleCargo Van
## Vehicle.StyleConvertible ***
## Vehicle.StyleConvertible SUV
## Vehicle.StyleCoupe ***
## Vehicle.StyleCrew Cab Pickup ***
## Vehicle.StyleExtended Cab Pickup ***
## Vehicle.StylePassenger Minivan
## Vehicle.StylePassenger Van
## Vehicle.StyleRegular Cab Pickup
## Vehicle.StyleSedan
## Vehicle.StyleWagon
## highway.MPG
## city.mpg
## Popularity
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.08735 on 10861 degrees of freedom
## Multiple R-squared: 0.9943, Adjusted R-squared: 0.9938
## F-statistic: 1804 on 1052 and 10861 DF, p-value: < 2.2e-16ols_plot_resid_fit(fullModel)
ols_plot_resid_lev(fullModel)
ols_plot_resid_qq(fullModel)
ols_plot_resid_hist(fullModel)
ols_plot_cooksd_bar(fullModel)
p <- predict(fullModel, test)## Warning in predict.lm(fullModel, test): prediction from rank-deficient fit;
## attr(*, "non-estim") has doubtful caseserror <- (p- test$MSRP)
RMSE_Model <- sqrt(mean(error^2))
ptest <- predict(fullModel, test)## Warning in predict.lm(fullModel, test): prediction from rank-deficient fit;
## attr(*, "non-estim") has doubtful caseserror1 <- (ptest- carData$MSRP)## Warning in ptest - carData$MSRP: longer object length is not a multiple of
## shorter object lengthRMSE_NewData <- sqrt(mean(error1^2))
Method <- c("Train/Test Split")
ModelRMSE <- c(RMSE_Model)
RMSENewData <- c(RMSE_NewData)
table1 <- data.frame(Method, ModelRMSE, RMSENewData)
kable(table1) %>% kable_styling(c("striped", "bordered")) %>%column_spec(2:3, border_left = T)| Method | ModelRMSE | RMSENewData |
|---|---|---|
| Train/Test Split | 0.083641 | 1.592625 |
plot(fullModel)## Warning: not plotting observations with leverage one:
## 605, 704, 705, 1212, 1399, 1677, 2167, 2385, 2859, 2922, 3037, 3506, 3566, 4025, 4220, 4777, 5174, 5752, 6896, 7309, 7640, 7750, 8282, 8456, 8487, 8885, 9411, 9416, 9651, 10096, 10151, 10529, 11641, 11833, 11914
## Warning in sqrt(crit * p * (1 - hh)/hh): NaNs produced## Warning in sqrt(crit * p * (1 - hh)/hh): NaNs produced
# Set number of times you would like to repeat the sampling/testing
iterations = 1:100
# the initial values for the columns (might not need these now that ive switched to building columns)
rmseSimple = c()
rmseComplex = c()
# Start of Loop
for(i in iterations){
# Resets sample every iteration
index<- sample(1:dim(carData)[1],128,replace=F)
train<- carData[index,]
test<- carData[-index,]
# the model runs
edaModel
fullModel
# predictors and column building
predictions1 <- edaModel %>% predict(test)
d1 = data.frame(R2 = R2(predictions1,test$MSRP),
RMSE = RMSE(predictions1,test$MSRP), MAE = MAE(predictions1, test$MSRP))
rmseSimple = c(rmseSimple,d1$RMSE)
predictions2 <- fullModel %>% predict(test)
d2 = data.frame(R2 = R2(predictions2,test$MSRP),
RMSE = RMSE(predictions2,test$MSRP), MAE = MAE(predictions2, test$MSRP))
rmseComplex = c(rmseComplex, d2$RMSE)
# End for
}## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
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## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases
## Warning in predict.lm(., test): prediction from rank-deficient fit; attr(*,
## "non-estim") has doubtful cases# putting the dataframe together and outputting relevant statistics
Model.Average.RMSE = cbind(rmseSimple, rmseComplex)
rmsedf = as.data.frame(Model.Average.RMSE)
Means = colMeans(Model.Average.RMSE)
SDs = round(colSds(Model.Average.RMSE), 3)
range1 = max(rmsedf$rmseSimple) - min(rmsedf$rmseSimple)
range2 = max(rmsedf$rmseComplex) - min(rmsedf$rmseComplex)
rmsedf1 = melt(rmsedf,rmse = c("n", "rmse"))## No id variables; using all as measure variablessummary(Model.Average.RMSE)## rmseSimple rmseComplex
## Min. :0.7363 Min. :0.08280
## 1st Qu.:0.7374 1st Qu.:0.08337
## Median :0.7380 Median :0.08344
## Mean :0.7379 Mean :0.08340
## 3rd Qu.:0.7384 3rd Qu.:0.08348
## Max. :0.7397 Max. :0.08357Pred1 <- data.frame(Value = predictions1, Model = "Simple")
Pred2 <- data.frame(Value = predictions2, Model = "Complex")
PredActual <- data.frame(ActualValue = test$MSRP)
PredAll <- rbind(Pred1, Pred2)
PredActual <- rbind(PredActual,PredActual)
PredAll <- cbind(PredAll, PredActual)
PredAll %>% ggplot(aes(x = Value, y = ActualValue, fill = Model)) + geom_point(aes(color = Model)) + geom_smooth(formula = y~x)+theme_minimal()## `geom_smooth()` using method = 'gam'
# Column
rmsedf1 %>% group_by(variable) %>% summarise(mean = (mean(value))) %>%
ggplot(aes(x = reorder(variable, -mean), y = mean, fill = variable)) + geom_col(width = 0.75) + geom_text(aes(label = round(mean,3), vjust = -0.5)) +
ggtitle("Average RMSE over 100 Shuffles (Linear Models)") + xlab("Model #") + ylab("Mean RMSE")+theme_minimal()
# Boxplot
rmsedf1 %>% ggplot(aes(x = variable, y = value)) + geom_boxplot(aes(fill = variable)) +
ggtitle("Mean RMSE Distribution by Model") + ylab("Mean RMSE") + coord_flip() +
theme(axis.title.y = element_blank(), axis.text.y = element_blank(), axis.ticks.y = element_blank())
# Histogram
rmsedf1 %>% ggplot(aes(x = value)) + geom_histogram(aes(fill = variable)) +
ggtitle("Mean RMSE Distribution by Model") + xlab("Mean RMSE") +
theme(axis.title.y = element_blank(), axis.text.y = element_blank(), axis.ticks.y = element_blank())## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
# Here we can see there is no significant difference between the models in terms of RMSE
t.test(rmseSimple,rmseComplex, var.equal = FALSE)##
## Welch Two Sample t-test
##
## data: rmseSimple and rmseComplex
## t = 9422.3, df = 104.45, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.6543729 0.6546484
## sample estimates:
## mean of x mean of y
## 0.73791434 0.08340368#Objective 2
trctrl <- trainControl(method = "repeatedcv", number = 10, repeats = 3)
set.seed(3333)
knn_fit <- train(MSRP ~., data = train[,c(5,6,13,14,15,16)], method = "knn",
trControl=trctrl,
preProcess = c("center", "scale"),
tuneLength = 10)
(knn_fit)## k-Nearest Neighbors
##
## 128 samples
## 5 predictor
##
## Pre-processing: centered (5), scaled (5)
## Resampling: Cross-Validated (10 fold, repeated 3 times)
## Summary of sample sizes: 116, 115, 115, 115, 116, 113, ...
## Resampling results across tuning parameters:
##
## k RMSE Rsquared MAE
## 5 0.7823558 0.5133256 0.5344408
## 7 0.8031724 0.4923234 0.5556200
## 9 0.8177906 0.4714715 0.5630981
## 11 0.8265562 0.4630855 0.5634375
## 13 0.8070979 0.4919453 0.5570462
## 15 0.8108239 0.4833868 0.5628702
## 17 0.8063456 0.4995112 0.5595465
## 19 0.8155012 0.4910722 0.5646743
## 21 0.8130555 0.5016661 0.5639278
## 23 0.8075049 0.5203879 0.5646132
##
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was k = 5.test_pred <- predict(knn_fit, newdata = test)
test_pred## [1] 10.639411 10.598519 10.598519 9.394140 9.394140 9.394140 10.598519
## [8] 10.598519 9.394140 10.598519 9.496102 10.598519 9.496102 9.496102
## [15] 10.549407 10.639411 9.233758 9.233758 9.390782 9.233758 9.262984
## [22] 9.233758 9.390782 9.233758 9.233758 9.262984 9.262984 9.262984
## [29] 9.262984 9.262984 9.262984 10.146790 10.146790 10.146790 9.350848
## [36] 9.096492 9.096492 9.350848 9.350848 9.096492 10.359017 10.359017
## [43] 10.639411 10.359017 10.359017 10.639411 10.359017 10.639411 10.639411
## [50] 10.639411 10.639411 10.639411 10.359017 10.359017 10.359017 10.359017
## [57] 9.178032 8.923924 8.136774 9.262984 9.262984 9.178032 10.203695
## [64] 10.203695 10.203695 10.203695 10.682906 10.203695 10.203695 10.682906
## [71] 10.682906 10.203695 10.203695 10.203695 10.203695 10.639133 10.639133
## [78] 10.203695 10.203695 10.203695 10.639133 10.203695 10.203695 9.825691
## [85] 9.825691 10.118705 10.118705 9.825691 9.825691 9.825691 9.825691
## [92] 9.504664 9.045868 9.045868 9.045868 9.045868 9.045868 9.045868
## [99] 9.045868 9.045868 9.350848 8.948682 9.350848 9.350848 9.350848
## [106] 9.350848 9.350848 9.350848 9.496305 9.496305 9.496305 9.496305
## [113] 9.496305 9.496305 9.496305 9.496305 9.496305 9.496305 9.496305
## [120] 9.496305 10.608102 10.519467 10.519467 10.359017 10.608102 10.639411
## [127] 10.359017 10.519467 10.695582 10.359017 10.645349 9.884221 10.519467
## [134] 10.519467 10.359017 10.608102 9.797573 10.359017 9.797573 10.125366
## [141] 9.917288 10.636891 9.884221 10.359017 10.359017 10.359017 10.359017
## [148] 10.125366 10.359017 9.917288 10.636891 10.359017 10.359017 10.359017
## [155] 10.359017 9.917288 10.359017 9.884221 10.608102 10.693159 9.917288
## [162] 9.264747 9.129973 9.280694 9.129973 9.597516 9.259516 9.264747
## [169] 10.251405 10.287051 8.965049 8.922706 10.257682 10.251405 9.264747
## [176] 9.129973 10.251405 9.259516 10.089153 9.597516 9.628336 9.264747
## [183] 10.287051 8.965049 10.251405 10.287051 10.089153 9.264747 10.203585
## [190] 10.257682 10.440416 9.602474 10.515482 10.515482 9.602474 10.440416
## [197] 10.440416 10.515482 9.602474 10.639133 10.617597 10.617597 10.617597
## [204] 10.617597 10.639133 10.639133 10.639133 10.617597 10.639133 10.617597
## [211] 10.639133 10.639133 10.617597 10.617597 10.617597 10.617597 10.639133
## [218] 10.639133 10.639133 10.639133 10.639133 10.617597 10.617597 10.639133
## [225] 10.617597 10.617597 10.639133 10.617597 10.446567 10.446567 10.493554
## [232] 10.493554 10.493554 10.493554 10.164293 10.164293 10.298790 10.164293
## [239] 10.298790 10.230804 10.230804 10.230804 10.298790 10.230804 10.230804
## [246] 10.230804 9.108488 9.108488 9.108488 8.604184 9.108488 9.564169
## [253] 9.564169 9.564169 9.564169 10.332402 10.332402 10.453990 10.453990
## [260] 10.574770 10.574770 10.453990 10.453990 10.574770 10.453990 10.453990
## [267] 10.574770 10.574770 10.332402 10.453990 10.453990 10.332402 10.453990
## [274] 10.332402 10.453990 10.574770 10.453990 10.574770 10.574770 10.574770
## [281] 10.453990 10.574770 10.332402 10.453990 10.453990 10.332402 10.332402
## [288] 10.453990 10.332402 10.635721 10.635721 10.635721 10.635721 10.635721
## [295] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [302] 10.635721 10.554006 10.528054 10.554006 10.554006 10.554006 10.554006
## [309] 10.554006 10.554006 10.554006 10.554006 10.554006 10.528054 10.554006
## [316] 10.554006 10.554006 10.554006 10.554006 10.554006 10.528054 10.554006
## [323] 10.554006 10.554006 10.554006 10.528054 10.554006 10.554006 10.554006
## [330] 10.554006 10.554006 10.554006 10.554006 10.554006 10.554006 10.554006
## [337] 10.554006 10.554006 10.554006 10.554006 10.554006 10.528054 10.554006
## [344] 10.528054 10.554006 10.554006 10.554006 10.554006 10.554006 10.554006
## [351] 10.554006 10.554006 10.146790 9.991203 9.940631 9.940631 9.940631
## [358] 10.146790 10.099154 9.991203 10.216036 9.940631 9.940631 9.940631
## [365] 9.940631 9.940631 9.940631 9.940631 10.216036 9.940631 9.940631
## [372] 10.099154 9.940631 9.940631 9.940631 9.940631 10.099154 9.940631
## [379] 9.940631 9.940631 9.940631 9.940631 10.099154 10.146790 9.940631
## [386] 9.940631 9.940631 9.940631 9.991203 9.940631 10.216036 9.991203
## [393] 10.034316 10.001070 10.198811 10.146790 10.034316 10.216036 10.161170
## [400] 10.001070 10.216036 10.034316 10.034316 10.161170 10.001070 10.519467
## [407] 10.359017 10.359017 10.519467 10.645349 10.608102 10.359017 10.608102
## [414] 10.608102 10.359017 10.693159 10.608102 10.359017 10.359017 10.608102
## [421] 10.645349 10.519467 10.519467 10.359017 10.608102 10.519467 10.519467
## [428] 10.359017 10.608102 10.359017 10.359017 10.519467 10.359017 10.359017
## [435] 10.608102 10.359017 10.608102 10.359017 10.608102 10.608102 10.359017
## [442] 10.519467 10.608102 10.359017 10.359017 10.639411 10.639411 10.693159
## [449] 10.103151 10.260515 10.755038 10.260515 9.813991 9.813991 11.084292
## [456] 11.084292 11.084292 11.084292 11.084292 11.084292 10.967476 10.967476
## [463] 10.967476 11.641097 10.967476 10.967476 10.967476 11.641097 10.210838
## [470] 10.210838 10.210838 10.210838 10.210838 10.293240 10.293240 10.262700
## [477] 10.262700 10.262700 10.262700 10.293240 10.262700 10.205227 10.205227
## [484] 10.205227 10.262700 10.262700 10.205227 10.262700 10.205227 10.205227
## [491] 10.262700 10.205227 10.205227 10.205227 10.262700 10.205227 10.205227
## [498] 10.205227 10.262700 10.598519 11.083938 10.598519 11.083938 10.598519
## [505] 11.083938 10.598519 10.598519 10.598519 11.083938 11.083938 10.608102
## [512] 10.509705 10.519467 10.509705 10.359017 10.608102 10.509705 10.608102
## [519] 10.608102 10.359017 11.083938 11.083938 10.509705 10.654785 10.260515
## [526] 10.654785 10.654785 10.260515 10.640385 10.759992 10.260515 10.141261
## [533] 10.141261 10.141261 10.000609 9.906075 9.496305 9.496305 9.496305
## [540] 10.000609 9.906075 9.496305 9.906075 9.906075 9.906075 10.000609
## [547] 9.906075 9.906075 9.906075 10.000609 9.906075 9.906075 9.906075
## [554] 9.496305 9.906075 9.906075 10.000609 9.496305 9.496305 9.496305
## [561] 10.000609 9.496305 10.161170 10.161170 10.150720 10.161170 10.161170
## [568] 10.161170 10.161170 10.150720 10.161170 10.161170 10.150720 10.150720
## [575] 10.150720 9.742882 10.150720 9.742882 10.150720 10.150720 9.742882
## [582] 10.185899 10.150720 9.742882 9.694474 10.150720 9.694474 9.694474
## [589] 10.150720 10.161170 11.084292 11.084292 9.834741 9.834741 9.834741
## [596] 9.834741 11.522701 11.084292 11.084292 11.084292 11.084292 11.084292
## [603] 11.084292 11.954825 11.987095 11.954825 11.954825 11.987095 11.954825
## [610] 11.987095 11.127381 11.127381 11.127381 11.127381 11.749801 9.495234
## [617] 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234
## [624] 9.495234 9.495234 9.495234 11.083938 10.639411 10.608102 11.083938
## [631] 11.083938 10.639411 11.083938 10.608102 11.083938 10.598519 11.083938
## [638] 10.639411 11.083938 10.639411 10.639411 10.693159 11.083938 10.608102
## [645] 11.083938 11.083938 10.639411 10.608102 11.083938 11.083938 10.639411
## [652] 10.608102 11.083938 11.083938 10.608102 11.083938 10.598519 10.639411
## [659] 10.598519 11.083938 11.083938 11.084292 11.084292 11.084292 11.084292
## [666] 9.096492 8.411299 9.096492 9.096492 9.096492 9.096492 9.096492
## [673] 8.880954 11.084292 11.084292 11.084292 9.551894 9.551894 9.022598
## [680] 9.463396 9.551894 9.551894 9.022598 9.551894 9.022598 9.551894
## [687] 11.954825 11.954825 11.987095 11.954825 11.987095 11.987095 11.954825
## [694] 11.755561 11.755561 10.086812 10.086812 10.146790 10.146790 9.991203
## [701] 10.086812 10.086812 10.146790 10.086812 10.146790 10.216036 10.235568
## [708] 10.235568 10.216036 10.216036 11.532335 10.639411 11.083938 11.083938
## [715] 10.598519 10.639411 11.083938 11.083938 10.647773 11.083938 10.639411
## [722] 11.083938 11.083938 11.083938 10.598519 10.639411 10.362881 10.583823
## [729] 9.350848 9.865561 9.350848 9.350848 9.350848 9.055164 8.551825
## [736] 9.055164 8.948682 8.551825 9.055164 8.948682 8.551825 9.350848
## [743] 9.350848 9.350848 8.586704 8.551825 8.551825 8.551825 8.586704
## [750] 10.923779 10.939706 11.143877 10.939706 10.535695 10.939706 10.535695
## [757] 9.065224 8.136774 8.136774 8.136774 8.136774 8.136774 9.897146
## [764] 9.527665 9.877498 9.527665 9.527665 9.897146 9.527665 9.877498
## [771] 9.897146 9.897146 9.527665 9.897146 9.877498 9.527665 9.877498
## [778] 9.897146 9.527665 9.527665 9.527665 9.527665 9.877498 9.897146
## [785] 9.877498 9.544689 9.544689 9.897146 10.286340 10.072897 9.124435
## [792] 9.395667 9.124435 9.463396 10.344990 10.344990 10.344990 9.796210
## [799] 10.344990 10.344990 9.231210 9.231210 9.231210 9.796210 9.807021
## [806] 9.292308 9.292308 9.796210 9.807021 9.292308 10.344990 9.231210
## [813] 8.585509 10.500886 9.093633 10.500886 9.292308 9.093633 10.500886
## [820] 9.292308 9.093633 9.199551 9.199551 9.093633 8.585509 9.093633
## [827] 8.585509 10.307617 10.307617 9.807021 8.585509 9.031970 9.199551
## [834] 8.585509 9.031970 10.307617 8.585509 8.585509 9.807021 10.307617
## [841] 9.093633 9.199551 8.585509 9.093633 10.502573 10.549696 10.502573
## [848] 10.549696 10.496187 9.262012 9.262012 9.262012 9.262012 9.262012
## [855] 9.262012 10.595111 10.344990 10.578038 9.231210 10.578038 10.444491
## [862] 10.948823 10.948823 10.444491 10.821751 10.821751 10.444491 10.952518
## [869] 9.124435 10.309712 9.463396 9.463396 10.309712 9.463396 9.093633
## [876] 9.463396 9.463396 9.124435 9.463396 9.055164 9.395667 9.628336
## [883] 9.463396 9.628336 9.395667 9.395667 9.463396 9.628336 9.395667
## [890] 9.395667 9.463396 9.463396 9.463396 9.463396 9.628336 9.395667
## [897] 9.463396 9.463396 9.055164 9.463396 9.055164 9.390782 9.233758
## [904] 9.262984 9.233758 9.233758 9.245477 9.233758 9.233758 10.880395
## [911] 10.929241 10.929241 10.929241 10.929241 11.553549 10.520834 11.553549
## [918] 10.880395 10.880395 10.929241 11.553549 11.553549 10.895023 10.929241
## [925] 10.929241 10.929241 10.527285 10.929241 10.520834 10.929241 10.929241
## [932] 10.929241 10.880395 10.929241 10.929241 10.880395 11.553549 10.520834
## [939] 10.527285 10.929241 10.929241 10.880395 11.553549 10.880395 10.929241
## [946] 10.880395 10.929241 10.929241 10.880395 11.553549 11.553549 10.895023
## [953] 11.378029 11.350998 10.801975 11.469284 11.025179 11.025179 11.025179
## [960] 10.844746 10.844746 11.350998 11.469284 10.844746 11.025179 10.844746
## [967] 10.635721 10.635721 10.635721 10.192350 10.192350 10.192350 9.350848
## [974] 9.350848 9.021480 9.350848 9.350848 9.021480 8.948682 8.948682
## [981] 9.021480 9.021480 9.021480 9.055164 9.021480 8.948682 9.584793
## [988] 9.584793 9.584793 9.584793 9.281068 9.281068 9.602728 9.602728
## [995] 9.602728 9.602728 9.584793 9.584793 9.584793 9.584793 9.584793
## [1002] 9.584793 9.810726 9.810726 10.282997 10.035476 10.216981 10.282997
## [1009] 10.035476 10.282997 9.810726 10.282997 10.216981 10.035476 10.282997
## [1016] 10.282997 10.216981 10.282997 10.282997 10.282997 9.810726 10.282997
## [1023] 10.035476 10.035476 10.216981 10.035476 10.282997 9.810726 10.216981
## [1030] 9.810726 10.282997 10.282997 10.216981 10.216981 10.035476 10.282997
## [1037] 9.810726 10.035476 10.035476 10.035476 10.035476 10.035476 10.216981
## [1044] 10.216981 10.216981 10.035476 10.035476 10.035476 10.035476 10.385904
## [1051] 10.385904 10.282997 10.282997 10.282997 10.282997 10.282997 10.282997
## [1058] 10.282997 10.282997 10.282997 10.282997 10.282997 10.282997 10.282997
## [1065] 10.282997 10.282997 10.381203 9.972704 10.282997 10.282997 10.381203
## [1072] 10.381203 10.282997 9.972704 9.972704 10.282997 10.282997 10.282997
## [1079] 10.385904 10.385904 10.282997 10.282997 10.282997 8.675700 9.114899
## [1086] 10.290857 10.385904 10.216981 10.493575 10.216981 10.493575 10.385904
## [1093] 10.290857 10.282997 10.311957 10.311957 10.290857 10.556903 10.556903
## [1100] 10.290857 10.282997 10.282997 10.830125 10.830125 10.556903 10.282997
## [1107] 10.139238 10.282997 10.493575 10.493575 10.290857 10.290857 10.290857
## [1114] 10.556903 10.413670 10.556903 10.556903 10.556903 10.413670 11.618123
## [1121] 11.153729 10.624876 11.153729 10.556903 10.500886 10.500886 10.560580
## [1128] 10.549696 10.560580 10.549696 10.549696 10.542844 10.549696 10.549696
## [1135] 10.560580 10.500886 10.500886 10.500886 10.500886 10.500886 10.500886
## [1142] 10.500886 10.500886 10.500886 10.500886 10.500886 9.607782 10.591369
## [1149] 9.607782 9.607782 9.563288 10.591369 9.563288 9.607782 10.591369
## [1156] 10.591369 10.591369 9.839324 9.839324 9.839324 9.839324 9.839324
## [1163] 9.839324 9.839324 9.839324 9.839324 9.839324 9.839324 9.839324
## [1170] 9.839324 9.839324 9.839324 9.839324 9.839324 8.411299 9.350848
## [1177] 9.350848 10.402837 10.402837 10.505124 10.505124 10.505124 10.505124
## [1184] 10.505124 10.467467 10.467467 10.505124 10.141261 10.141261 10.141261
## [1191] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.505124
## [1198] 10.505003 10.455891 9.884306 9.854467 9.920622 9.884306 10.505124
## [1205] 9.854467 9.884306 9.854467 9.920622 9.854467 10.505003 10.455891
## [1212] 9.884306 9.920622 10.505003 9.854467 9.884306 9.920622 10.505003
## [1219] 9.865827 9.854467 9.854467 10.505003 9.865827 10.505003 9.854467
## [1226] 9.854467 10.048529 9.865827 9.854467 10.048529 9.865827 10.048529
## [1233] 9.854467 9.854467 10.048529 9.854467 9.865827 10.505124 10.455891
## [1240] 10.455891 10.048529 10.455891 9.865827 9.881993 10.072897 9.854467
## [1247] 10.072897 10.505003 10.072897 10.505003 9.881993 9.920622 9.920622
## [1254] 9.920622 10.455891 10.505003 10.455891 10.505124 9.854467 9.854467
## [1261] 10.072897 9.854467 9.920622 10.455891 9.854467 9.920622 9.920622
## [1268] 9.881993 10.072897 10.072897 9.854467 8.411299 8.411299 8.926012
## [1275] 8.926012 9.096492 10.639411 10.639411 10.639411 10.639411 10.639411
## [1282] 10.639411 11.169652 11.169652 9.395667 9.495234 9.495234 9.495234
## [1289] 9.495234 9.395667 9.495234 9.395667 9.495234 9.495234 9.395667
## [1296] 9.395667 9.495234 9.395667 9.395667 9.495234 9.495234 9.495234
## [1303] 9.395667 9.495234 9.495234 9.395667 9.395667 9.495234 9.495234
## [1310] 9.495234 9.495234 9.395667 9.395667 9.495234 9.495234 10.471667
## [1317] 9.941878 10.412186 9.941878 10.412186 10.412186 10.412186 10.471667
## [1324] 10.412186 10.471667 10.412186 10.471667 9.191193 9.191193 8.411299
## [1331] 9.191193 8.411299 8.411299 8.411299 9.191193 9.191193 8.411299
## [1338] 9.191193 8.411299 9.191193 9.191193 8.411299 8.411299 9.191193
## [1345] 8.514475 9.191193 8.514475 8.514475 8.514475 9.191193 9.191193
## [1352] 9.733266 9.733266 10.759992 9.757871 9.757871 10.635721 9.757871
## [1359] 9.757871 9.757871 10.635721 9.757871 9.741330 9.741330 9.741330
## [1366] 10.385904 10.385904 10.385904 10.385904 10.385904 11.101660 11.101660
## [1373] 11.101660 11.101660 11.101660 11.101660 11.101660 11.101660 11.101660
## [1380] 11.101660 11.101660 11.101660 10.776273 9.980502 9.977529 9.867513
## [1387] 9.839324 9.839324 10.530072 9.839324 10.530072 10.530072 10.530072
## [1394] 9.839324 10.530072 10.530072 9.839324 9.839324 9.839324 9.839324
## [1401] 9.839324 10.530072 10.530072 9.839324 9.839324 10.530072 9.839324
## [1408] 10.530072 9.865827 9.839324 10.321388 10.321388 10.321388 11.608415
## [1415] 11.608415 11.608415 10.635721 10.635721 10.635721 10.635721 10.635721
## [1422] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [1429] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [1436] 10.635721 10.821751 11.016041 10.821751 10.821751 11.016041 10.821751
## [1443] 10.821751 10.821751 10.821751 10.821751 9.875371 9.834741 10.759992
## [1450] 10.218516 11.293370 10.640385 10.759992 9.993545 9.993545 9.993545
## [1457] 9.993545 9.993545 9.993545 9.993545 9.103426 8.642160 8.642160
## [1464] 9.103426 9.103426 8.642160 8.858235 9.103426 8.858235 9.103426
## [1471] 9.103426 8.858235 10.594604 10.527285 10.285461 10.320484 10.320484
## [1478] 10.527285 10.594604 10.285461 10.320484 10.527285 10.594604 10.285461
## [1485] 10.285461 10.320484 10.285461 10.285461 10.643826 10.285461 10.285461
## [1492] 10.643826 10.285461 10.594604 10.285461 10.594604 10.285461 10.594604
## [1499] 10.285461 10.643826 10.285461 10.285461 10.285461 10.643826 10.285461
## [1506] 10.643826 10.594604 11.110216 11.110216 11.285010 11.285010 10.238716
## [1513] 10.285461 10.169220 10.285461 10.594604 10.594604 10.238716 10.238716
## [1520] 10.594604 10.527285 10.527285 10.238716 10.285461 10.285461 10.169220
## [1527] 10.527285 10.643826 10.285461 10.643826 10.285461 10.594604 10.285461
## [1534] 10.285461 10.643826 10.169220 10.285461 10.594604 10.169220 10.285461
## [1541] 10.285461 10.285461 10.594604 10.643826 10.285461 10.643826 10.594604
## [1548] 10.285461 10.285461 10.285461 10.755038 9.794398 9.734463 10.716198
## [1555] 10.716198 10.761969 10.761969 10.761969 10.761969 10.761969 10.761969
## [1562] 10.761969 10.761969 10.761969 10.761969 10.761969 10.761969 10.761969
## [1569] 10.761969 10.761969 10.141261 10.141261 10.141261 10.141261 10.141261
## [1576] 10.141261 10.141261 10.141261 10.455891 10.455891 10.455891 10.455891
## [1583] 10.455891 10.455891 10.455891 10.455891 10.455891 10.455891 10.455891
## [1590] 10.455891 10.455891 10.455891 10.455891 10.492555 10.118705 10.492555
## [1597] 10.118705 10.492555 10.118705 10.118705 10.118705 10.492555 10.118705
## [1604] 11.886833 11.886833 11.886833 11.886833 11.886833 11.886833 11.886833
## [1611] 11.886833 11.886833 11.886833 11.886833 11.886833 9.825691 9.825691
## [1618] 9.825691 9.825691 9.825691 9.825691 9.825691 9.825691 9.825691
## [1625] 9.825691 9.825691 9.825691 9.825691 9.825691 9.825691 9.825691
## [1632] 9.825691 9.825691 10.197399 10.197399 10.197399 10.197399 10.276841
## [1639] 10.197399 10.197399 10.276841 10.197399 10.260515 9.045868 9.045868
## [1646] 9.045868 9.045868 10.612518 10.612518 10.612518 10.612518 10.612518
## [1653] 10.612518 9.705222 9.678067 9.705222 9.678067 9.705222 9.678067
## [1660] 11.016041 10.821751 10.821751 10.821751 10.141261 10.141261 10.141261
## [1667] 9.463396 9.054246 9.129973 9.129973 9.463396 9.129973 9.463396
## [1674] 9.129973 9.129973 9.463396 9.054246 9.054246 9.463396 9.054246
## [1681] 9.129973 9.463396 9.129973 9.129973 9.129973 9.129973 9.129973
## [1688] 9.463396 9.129973 9.129973 9.463396 9.129973 9.463396 9.463396
## [1695] 9.463396 9.129973 9.129973 9.129973 9.054246 9.463396 9.129973
## [1702] 9.129973 9.054246 9.054246 9.129973 9.129973 9.597516 9.129973
## [1709] 9.865561 9.129973 9.129973 10.172765 9.597516 10.172765 9.865561
## [1716] 9.865561 10.172765 9.129973 9.129973 9.129973 9.463396 9.463396
## [1723] 9.054246 10.166488 9.129973 9.395667 10.172765 9.395667 9.129973
## [1730] 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491
## [1737] 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491 10.444491
## [1744] 10.444491 10.444491 10.444491 10.444491 10.384555 10.384555 10.384555
## [1751] 10.384555 10.384555 10.384555 10.384555 10.384555 10.384555 10.384555
## [1758] 10.384555 9.463396 9.124435 9.066538 9.463396 9.066538 9.463396
## [1765] 9.124435 9.066538 9.066538 9.463396 9.124435 9.865561 9.066538
## [1772] 9.066538 9.463396 10.119869 10.307617 10.307617 9.495234 9.914596
## [1779] 10.344990 10.119869 10.119869 10.307617 10.344990 10.119869 9.914596
## [1786] 10.344990 10.119869 10.307617 10.119869 10.344990 9.914596 10.307617
## [1793] 9.495234 10.344990 10.344990 9.495234 9.914596 10.119869 9.495234
## [1800] 10.307617 9.495234 9.495234 9.914596 9.940631 10.307617 10.344990
## [1807] 9.940631 10.307617 10.119869 10.307617 10.119869 10.119869 10.119869
## [1814] 10.344990 9.940631 9.940631 10.307617 10.344990 10.307617 10.344990
## [1821] 9.940631 9.940631 10.344990 10.119869 10.119869 10.119869 10.119869
## [1828] 10.119869 10.307617 10.344990 10.307617 9.940631 10.344990 9.940631
## [1835] 10.307617 10.344990 10.119869 10.307617 10.307617 10.344990 10.119869
## [1842] 10.344990 10.344990 10.185899 10.344990 10.344990 10.185899 10.344990
## [1849] 10.185899 10.185899 10.344990 10.344990 10.344990 10.344990 10.185899
## [1856] 10.344990 10.344990 10.344990 10.185899 10.344990 10.185899 10.185899
## [1863] 9.940631 10.344990 10.161170 10.161170 10.161170 10.344990 10.161170
## [1870] 10.344990 10.344990 10.161170 10.161170 10.161170 10.344990 10.344990
## [1877] 10.344990 10.161170 10.344990 9.940631 10.344990 10.344990 10.161170
## [1884] 10.344990 10.161170 9.940631 10.161170 9.940631 10.344990 10.161170
## [1891] 10.161170 9.940631 10.161170 9.940631 10.161170 10.344990 10.161170
## [1898] 10.344990 10.344990 10.344990 10.344990 10.344990 10.161170 9.940631
## [1905] 10.344990 10.344990 10.161170 10.161170 9.940631 10.161170 10.161170
## [1912] 10.344990 10.348273 10.185899 10.185899 10.185899 10.173558 10.348273
## [1919] 10.185899 10.344990 10.344990 10.185899 10.348273 10.185899 10.245107
## [1926] 10.348273 10.173558 10.185899 10.344990 10.245107 10.161170 10.161170
## [1933] 10.245107 10.161170 10.307617 10.161170 10.161170 8.973070 9.138695
## [1940] 9.571048 9.553461 9.571048 9.553461 10.761969 10.761969 10.761969
## [1947] 10.761969 10.761969 10.761969 10.260515 9.103426 8.642160 9.103426
## [1954] 8.858235 9.103426 9.103426 8.858235 8.642160 9.103426 9.103426
## [1961] 8.858235 9.103426 9.103426 8.642160 10.141261 10.141261 9.191193
## [1968] 9.191193 10.491562 9.191193 10.697566 9.191193 10.697566 9.191193
## [1975] 9.191193 10.891325 10.205227 10.262700 10.761969 10.891325 10.761969
## [1982] 10.761969 10.531885 10.487301 10.520834 10.531885 10.487301 10.520834
## [1989] 10.531885 10.487301 10.384555 10.384555 10.384555 10.384555 10.384555
## [1996] 10.384555 10.384555 9.559062 9.559062 9.559062 9.559062 9.637119
## [2003] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [2010] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [2017] 10.412186 10.412186 10.412186 11.159627 11.650840 9.258571 9.258571
## [2024] 9.300271 9.300271 10.307617 10.210838 10.307617 10.307617 10.307617
## [2031] 10.307617 10.210838 10.307617 10.210838 9.796210 9.796210 9.796210
## [2038] 10.344990 10.666364 10.345947 11.590693 10.178965 10.617597 10.344990
## [2045] 10.617597 10.178965 11.522701 10.178965 11.522701 10.307617 10.344990
## [2052] 10.818518 10.178965 10.344990 11.522701 11.522701 10.178965 10.178965
## [2059] 10.344990 10.178965 10.178965 10.818518 11.522701 11.522701 10.178965
## [2066] 10.344990 10.344990 10.344990 11.522701 10.344990 10.344990 11.522701
## [2073] 10.344990 10.344990 10.247823 10.247823 10.247823 10.247823 10.247823
## [2080] 10.247823 9.796210 9.796210 9.796210 9.796210 9.796210 9.796210
## [2087] 10.444491 10.449414 10.500886 11.172403 11.172403 11.172403 9.920113
## [2094] 9.878294 9.920113 10.938787 10.938787 10.938787 9.262984 9.262984
## [2101] 8.861873 8.861873 8.861873 8.861873 9.350848 9.350848 8.880954
## [2108] 8.880954 8.880954 9.350848 8.880954 9.350848 9.350848 8.880954
## [2115] 9.350848 9.350848 8.880954 8.880954 8.880954 9.350848 10.577425
## [2122] 10.577425 10.577425 10.577425 10.577425 10.546015 10.546015 10.546015
## [2129] 10.131847 10.128564 10.131847 10.118705 10.118705 10.131847 10.131847
## [2136] 10.128564 10.118705 10.118705 10.072897 10.128564 10.072897 10.072897
## [2143] 10.072897 10.118705 11.153729 10.635721 10.776164 10.776164 10.547888
## [2150] 10.547888 11.723291 11.372145 11.372145 11.372145 11.372145 10.547888
## [2157] 10.547888 11.490431 10.547888 10.643826 11.723291 11.458121 10.285461
## [2164] 11.458121 10.285461 10.285461 10.285461 11.458121 11.458121 11.458121
## [2171] 11.458121 10.320484 10.285461 11.458121 11.458121 10.320484 10.285461
## [2178] 10.320484 11.690980 10.320484 11.690980 10.141261 10.141261 10.141261
## [2185] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.118705
## [2192] 10.255228 10.321079 10.255228 10.118705 10.321079 10.118705 10.118705
## [2199] 10.321079 10.118705 10.118705 10.191973 10.128564 10.128564 10.321079
## [2206] 10.128564 10.321079 10.191973 10.321079 10.118705 10.191973 10.128564
## [2213] 10.118705 10.321079 10.321079 10.191973 10.128564 10.321079 10.128564
## [2220] 10.191973 10.118705 9.909817 9.909817 10.455891 10.455891 9.909817
## [2227] 9.909817 9.909817 9.909817 9.909817 9.909817 9.909817 10.455891
## [2234] 10.455891 10.072897 10.072897 10.072897 10.455891 10.455891 10.072897
## [2241] 9.463396 9.055164 9.463396 10.384555 10.384555 9.463396 9.463396
## [2248] 10.491562 10.384555 9.463396 9.055164 10.491562 9.055164 10.491562
## [2255] 9.607782 9.463396 10.530533 9.463396 9.607782 9.463396 10.610400
## [2262] 9.607782 9.607782 9.463396 10.530533 9.607782 10.530533 10.610400
## [2269] 9.463396 10.610400 10.530533 10.610400 10.530533 10.530533 10.530533
## [2276] 10.530533 10.610400 9.463396 9.463396 10.610400 9.607782 9.607782
## [2283] 9.463396 10.610400 9.463396 10.610400 10.530533 9.607782 10.534738
## [2290] 10.385514 10.385514 10.385514 10.534738 10.627504 10.385514 10.099348
## [2297] 10.099348 10.099348 10.099348 10.099348 10.099348 10.099348 10.099348
## [2304] 10.099348 10.099348 10.099348 10.099348 9.045868 10.095134 10.095134
## [2311] 10.095134 9.045868 10.095134 9.218672 9.218672 9.045868 11.749801
## [2318] 11.749801 9.031970 9.031970 9.031970 9.031970 9.031970 10.056003
## [2325] 10.056003 10.056003 9.267318 9.646818 9.646818 9.646818 9.646818
## [2332] 9.646818 9.646818 10.144598 10.144598 10.144598 10.144598 10.144598
## [2339] 10.144598 10.144598 10.144598 10.144598 10.144598 10.144598 10.144598
## [2346] 10.144598 10.144598 10.929241 11.458121 10.321079 11.040078 10.929241
## [2353] 11.458121 10.453990 11.572997 10.321079 11.458121 10.453990 11.040078
## [2360] 11.572997 10.929241 10.462368 10.487301 10.531885 10.531885 10.520834
## [2367] 10.487301 10.531885 10.520834 10.487301 10.344990 10.344990 10.344990
## [2374] 10.493554 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
## [2381] 10.344990 10.344990 10.344990 10.344990 10.344990 10.493554 10.344990
## [2388] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
## [2395] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
## [2402] 10.344990 9.553461 9.331528 9.854367 10.118705 9.562213 10.104150
## [2409] 10.104150 10.118705 10.118705 10.118705 9.854367 10.104150 9.854367
## [2416] 10.118705 10.104150 10.118705 10.118705 9.854367 9.191193 9.191193
## [2423] 10.891325 11.458121 10.891325 11.458121 10.531885 10.891325 11.605267
## [2430] 11.458121 10.891325 10.531885 10.891325 11.458121 10.531885 11.458121
## [2437] 10.891325 10.891325 10.531885 11.690980 11.458121 10.891325 10.891325
## [2444] 11.458121 11.458121 10.891325 11.690980 10.891325 10.531885 10.891325
## [2451] 11.458121 10.531885 11.458121 10.891325 10.891325 11.458121 11.458121
## [2458] 11.605267 11.293370 10.487301 11.293370 10.536432 10.536432 10.487301
## [2465] 10.487301 11.605267 10.487301 11.458121 11.458121 11.293370 10.487301
## [2472] 11.293370 10.487301 10.492555 11.293370 11.458121 11.605267 10.536432
## [2479] 10.492555 11.293370 11.458121 10.536432 11.458121 8.858235 8.858235
## [2486] 8.858235 8.858235 8.858235 8.858235 8.642160 8.642160 8.642160
## [2493] 9.153083 8.411299 9.096492 9.015484 9.015484 9.004249 9.648536
## [2500] 9.648536 9.648536 9.648536 9.648536 9.648536 9.985528 9.404773
## [2507] 9.799427 9.404773 9.799427 9.985528 9.841347 9.841477 9.542893
## [2514] 9.788405 9.542893 9.854467 9.542893 9.787836 9.854467 9.797573
## [2521] 9.810726 9.797573 10.242870 10.141261 9.851574 10.242870 9.797573
## [2528] 10.141261 10.242870 9.797573 10.242870 9.657272 10.141261 10.141261
## [2535] 9.797573 9.797573 9.797573 9.851574 9.851574 10.242870 9.657272
## [2542] 9.797573 10.242870 9.797573 9.810726 9.810726 9.810726 9.810726
## [2549] 9.839324 9.810726 9.810726 9.810726 9.810726 9.810726 9.786718
## [2556] 9.810726 9.810726 9.810726 9.810726 9.810726 9.810726 9.797573
## [2563] 9.797573 9.810726 9.810726 9.810726 9.855643 9.810726 9.810726
## [2570] 9.810726 9.810726 9.810726 9.810726 9.810726 9.821652 9.797573
## [2577] 9.810726 9.810726 9.810726 9.810726 9.810726 9.821652 9.810726
## [2584] 9.797573 9.810726 9.810726 8.642160 8.642160 9.103426 8.642160
## [2591] 10.111939 8.642160 9.103426 9.103426 9.914184 9.103426 8.642160
## [2598] 9.103426 10.111939 9.103426 9.914184 8.642160 8.642160 9.103426
## [2605] 9.103426 9.103426 8.642160 9.103426 9.103426 8.642160 8.642160
## [2612] 8.642160 8.642160 9.103426 9.103426 9.862722 9.103426 9.862722
## [2619] 9.103426 9.103426 9.103426 10.111939 9.103426 9.103426 9.103426
## [2626] 9.103426 9.862722 9.103426 9.103426 9.103426 10.111939 9.103426
## [2633] 9.103426 9.103426 9.103426 9.103426 9.103426 9.103426 9.103426
## [2640] 9.103426 9.862722 9.862722 9.862722 9.862722 9.862722 9.862722
## [2647] 10.193905 10.193905 10.193905 10.193905 11.886833 11.954825 11.522701
## [2654] 11.608415 11.886833 11.608415 11.522701 11.954825 11.886833 11.522701
## [2661] 11.954825 11.608415 10.180497 10.245107 10.344990 10.180497 10.515275
## [2668] 10.210838 10.180497 10.245107 10.834530 9.794398 9.794398 9.794398
## [2675] 9.794398 10.537935 10.574038 9.794398 9.794398 10.537935 10.150720
## [2682] 10.150720 10.588399 11.116357 10.588399 11.425942 11.425942 10.588399
## [2689] 11.425942 11.590693 11.425942 11.116357 10.588399 10.588399 11.425942
## [2696] 11.425942 10.588399 11.522701 11.755561 10.617597 10.581494 11.372145
## [2703] 10.617597 10.550346 11.755561 11.372145 11.522701 11.372145 11.372145
## [2710] 11.755561 10.119869 10.119869 10.285461 10.119869 10.191376 10.119869
## [2717] 10.191376 9.986810 9.986810 10.285461 9.986810 10.285461 9.919893
## [2724] 9.919893 9.986810 9.919893 10.285461 9.919893 9.919893 9.919893
## [2731] 9.919893 9.919893 10.759992 10.260633 9.584793 9.584793 10.205227
## [2738] 10.260633 10.260633 9.584793 9.584793 9.045868 9.584793 9.584793
## [2745] 9.045868 9.584793 10.759992 10.205227 9.618478 10.256245 10.527285
## [2752] 10.527285 10.256245 10.256245 9.618478 10.526292 9.611888 10.526292
## [2759] 10.527285 10.526292 10.526292 10.256245 9.611888 10.256245 10.526292
## [2766] 9.618478 10.526292 10.526292 10.526292 10.526292 10.256245 10.526292
## [2773] 9.618478 9.611888 9.618478 10.527285 10.527285 10.256245 9.618478
## [2780] 10.256245 10.526292 10.256245 9.611888 10.256245 10.527285 9.799427
## [2787] 9.839561 9.788405 9.436691 9.788405 9.788405 9.436691 9.799427
## [2794] 9.436691 9.799427 9.395667 9.108488 9.600658 9.395667 9.463396
## [2801] 9.496305 9.496305 9.463396 9.067187 9.496305 9.350848 9.395667
## [2808] 8.880954 9.463396 9.055164 9.496305 8.965049 8.965049 10.364177
## [2815] 10.133274 10.446567 10.134842 10.294061 10.493554 10.134842 10.294061
## [2822] 10.493554 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
## [2829] 11.886833 11.954825 11.987095 11.755561 11.522701 11.522701 11.987095
## [2836] 11.886833 11.886833 11.987095 11.522701 11.522701 11.522701 11.987095
## [2843] 11.522701 11.522701 11.522701 11.522701 11.886833 11.987095 11.886833
## [2850] 11.522701 11.886833 11.954825 11.954825 11.987095 11.987095 11.522701
## [2857] 11.987095 11.522701 11.987095 11.987095 11.987095 11.987095 11.987095
## [2864] 10.821751 10.635721 10.821751 10.821751 10.821751 10.821751 10.755038
## [2871] 10.755038 10.755038 10.755038 10.755038 10.559007 10.555880 10.555880
## [2878] 9.193072 9.140487 9.193072 10.559007 10.499312 10.499312 10.433995
## [2885] 10.464161 10.464161 10.464161 10.464161 10.464161 10.464161 10.433995
## [2892] 10.464161 10.260515 9.825691 9.851574 9.810726 9.797573 9.810726
## [2899] 9.831860 9.825691 9.867612 9.867612 9.797573 9.831860 9.831860
## [2906] 9.810726 9.797573 9.810726 9.797573 9.831860 9.867612 9.831860
## [2913] 9.867612 9.797573 9.810726 9.831860 9.810726 9.825691 9.797573
## [2920] 9.831860 9.825691 9.810726 9.851574 9.825691 9.810726 9.825691
## [2927] 9.851574 9.851574 9.825691 9.865561 9.281068 9.281068 9.073831
## [2934] 9.369997 9.369997 11.406126 11.406126 11.406126 11.406126 11.406126
## [2941] 11.406126 11.690980 11.406126 11.406126 11.406126 11.690980 11.406126
## [2948] 11.406126 11.406126 11.406126 11.406126 11.690980 11.690980 11.690980
## [2955] 11.690980 11.406126 11.406126 11.690980 11.690980 11.406126 11.406126
## [2962] 11.690980 11.690980 11.406126 11.406126 11.406126 11.406126 11.406126
## [2969] 11.690980 11.406126 11.690980 11.406126 11.406126 11.406126 11.406126
## [2976] 11.690980 11.458121 11.458121 11.458121 11.690980 11.458121 11.458121
## [2983] 11.458121 11.458121 11.690980 11.458121 11.458121 11.458121 11.458121
## [2990] 11.458121 11.458121 11.690980 11.690980 11.690980 11.458121 11.458121
## [2997] 11.458121 11.458121 8.136774 8.923924 10.821751 10.821751 10.821751
## [3004] 10.821751 10.840744 10.821751 8.551825 10.118705 10.099928 10.118705
## [3011] 10.099928 10.118705 10.118705 10.118705 10.099928 10.099928 10.099928
## [3018] 9.881993 9.854467 9.881993 9.854467 9.881993 9.881993 9.881993
## [3025] 9.854467 9.854467 9.854467 10.072897 10.072897 9.881993 10.072897
## [3032] 9.881993 9.881993 10.072897 9.881993 9.881993 10.072897 9.881993
## [3039] 10.072897 10.022304 9.831860 9.831860 9.831860 10.022304 10.022304
## [3046] 9.831860 10.022304 9.831860 9.831860 10.022304 10.022304 9.831860
## [3053] 9.831860 10.022304 9.831860 10.022304 10.022304 10.135033 10.135033
## [3060] 10.135033 10.230460 10.230460 10.443234 10.230460 10.443234 10.230460
## [3067] 10.230460 10.230460 10.230460 10.230460 10.230460 10.230460 10.455891
## [3074] 10.468460 10.455891 10.104150 10.455891 10.104150 10.468460 10.104150
## [3081] 10.455891 10.104150 10.104150 10.104150 10.455891 10.468460 10.468460
## [3088] 10.455891 10.104150 10.468460 10.455891 10.455891 10.104150 10.468460
## [3095] 10.104150 10.455891 9.496305 9.722567 10.178663 9.722567 9.496305
## [3102] 9.646818 10.161170 10.161170 9.646818 10.412186 10.412186 10.412186
## [3109] 9.914596 9.906780 9.839324 9.839324 9.839324 9.839324 9.906780
## [3116] 9.839324 10.119828 9.906780 9.839324 9.914596 9.906780 9.839324
## [3123] 9.839324 10.119828 9.839324 9.839324 9.914596 9.888696 9.914596
## [3130] 9.914596 9.888696 9.914596 9.888696 9.940631 9.839324 9.914596
## [3137] 9.914596 9.914596 9.914596 9.914596 9.914596 9.839324 10.141261
## [3144] 10.141261 10.141261 10.285461 10.929241 10.547888 10.547888 10.547888
## [3151] 10.285461 10.929241 10.547888 10.929241 10.929241 10.547888 10.929241
## [3158] 10.285461 10.547888 10.285461 10.929241 10.547888 10.547888 10.547888
## [3165] 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888
## [3172] 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888 10.547888
## [3179] 10.547888 10.547888 10.547888 11.572997 11.572997 11.572997 11.572997
## [3186] 11.572997 11.572997 11.572997 11.690980 11.690980 10.577425 10.527285
## [3193] 10.462368 10.462368 10.527285 10.577425 10.527285 10.527285 10.462368
## [3200] 10.462368 10.527285 10.527285 10.462368 10.527285 10.462368 10.527285
## [3207] 10.462368 10.462368 10.527285 10.527285 10.527285 10.527285 10.320484
## [3214] 10.238716 10.238716 10.527285 10.594604 10.929241 10.238716 10.527285
## [3221] 10.320484 10.320484 10.238716 10.320484 10.594604 10.594604 10.929241
## [3228] 10.643826 10.285461 10.285461 10.929241 10.285461 10.929241 10.320484
## [3235] 10.594604 10.643826 10.643826 10.320484 10.594604 10.320484 10.285461
## [3242] 10.594604 10.320484 10.594604 10.285461 10.929241 10.320484 10.594604
## [3249] 10.643826 10.643826 10.320484 10.929241 10.285461 9.916179 9.868475
## [3256] 9.916179 9.868475 9.916179 9.868475 9.868475 9.868475 9.916179
## [3263] 9.868475 9.759814 9.771498 9.771498 8.411299 8.926012 8.926012
## [3270] 8.411299 8.926012 8.926012 8.411299 8.411299 8.411299 8.411299
## [3277] 9.087003 9.087003 8.411299 9.598410 9.598410 8.411299 9.678067
## [3284] 9.096492 8.880954 8.880954 8.926012 9.096492 9.678067 8.411299
## [3291] 9.096492 9.153083 9.153083 9.153083 9.153083 9.096492 9.096492
## [3298] 9.096492 9.096492 9.096492 9.096492 9.096492 9.096492 9.153083
## [3305] 9.153083 9.496305 9.496305 9.612390 9.612390 9.612390 9.496305
## [3312] 9.496305 9.496305 9.496305 9.612390 9.612390 9.612390 10.161170
## [3319] 10.161170 10.161170 10.204450 10.204450 10.178663 10.161170 10.161170
## [3326] 10.204450 10.204450 10.178663 10.161170 10.161170 10.161170 10.204450
## [3333] 10.178663 10.204450 10.204450 10.178663 10.161170 10.204450 10.204450
## [3340] 10.161170 10.204450 10.161170 10.161170 10.161170 10.161170 10.204450
## [3347] 9.618478 9.618478 9.618478 9.618478 9.434136 9.434136 9.124435
## [3354] 9.618478 9.434136 9.124435 9.434136 9.434136 9.618478 9.618478
## [3361] 9.618478 9.395667 9.395667 9.124435 9.124435 9.395667 10.500886
## [3368] 10.482925 10.482925 10.500886 10.482925 10.500886 10.482925 10.500886
## [3375] 10.500886 10.500886 10.482925 10.482925 10.310923 9.807021 9.807021
## [3382] 10.310923 10.310923 9.807021 9.807021 10.155180 10.635721 10.155180
## [3389] 8.853005 10.155180 8.853005 8.853005 10.155180 8.853005 8.853005
## [3396] 10.155180 10.155180 10.155180 10.155180 10.155180 8.853005 10.155180
## [3403] 10.155180 10.155180 10.635721 10.155180 10.155180 8.853005 10.155180
## [3410] 10.155180 10.635721 10.635721 8.853005 10.155180 10.155180 10.155180
## [3417] 8.853005 10.155180 10.155180 8.853005 8.853005 10.155180 8.853005
## [3424] 8.853005 8.853005 10.155180 8.853005 10.155180 8.853005 8.853005
## [3431] 10.155180 10.155180 10.155180 10.155180 8.853005 10.155180 8.853005
## [3438] 10.155180 8.853005 10.155180 8.853005 10.155180 8.853005 8.853005
## [3445] 8.853005 10.635721 10.155180 10.155180 9.786718 10.097672 10.097672
## [3452] 9.914596 10.072897 10.072897 10.097672 9.914596 10.097672 9.786718
## [3459] 9.839324 9.786718 10.097672 9.786718 10.097672 9.786718 9.786718
## [3466] 9.839324 10.097672 10.097672 10.097672 11.987095 9.045868 9.045868
## [3473] 9.045868 8.925284 9.542226 8.925284 9.584793 9.080961 9.355916
## [3480] 9.355916 9.436936 9.436936 9.542226 9.584793 11.255520 11.167743
## [3487] 11.167743 11.167743 11.987095 11.987095 11.987095 11.987095 11.987095
## [3494] 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095 11.954825
## [3501] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
## [3508] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
## [3515] 11.954825 9.289007 9.289007 9.289007 9.289007 10.577925 10.994411
## [3522] 10.577925 10.996762 10.562886 10.562886 10.759992 10.759992 10.759992
## [3529] 10.996762 11.084292 10.362196 10.362196 10.362196 10.362196 10.362196
## [3536] 10.362196 10.242081 10.362196 10.242081 9.749824 9.749824 9.749824
## [3543] 9.749824 9.749824 9.749824 9.807021 9.807021 9.807021 9.807021
## [3550] 9.807021 9.807021 9.770135 9.770135 9.770135 9.289007 9.289007
## [3557] 9.289007 9.289007 9.289007 10.610716 10.610716 10.610716 10.759992
## [3564] 10.610716 10.610716 10.610716 10.610716 10.610716 10.759992 10.873673
## [3571] 10.610716 10.610716 10.610716 10.500706 10.891325 10.321388 10.500706
## [3578] 10.321388 10.321388 10.891325 10.500706 10.891325 10.500706 10.546015
## [3585] 10.500706 10.500706 10.891325 10.546015 10.546015 10.546015 10.500706
## [3592] 10.536432 10.536432 10.500706 10.891325 10.536432 10.891325 10.536432
## [3599] 10.500706 10.500706 10.500706 9.045868 8.834284 9.034494 8.834284
## [3606] 9.080961 9.045868 10.412186 10.412186 10.412186 10.412186 10.412186
## [3613] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [3620] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [3627] 10.412186 10.412186 10.412186 10.412186 10.581494 11.522701 10.617597
## [3634] 10.718999 10.617597 10.666364 10.099154 11.522701 10.617597 11.755561
## [3641] 11.755561 10.617597 10.581494 10.099154 11.372145 10.617597 9.961662
## [3648] 10.666364 10.617597 9.961662 10.617597 10.617597 10.666364 10.666364
## [3655] 10.099154 10.617597 10.581494 11.755561 10.617597 10.617597 10.617597
## [3662] 11.372145 10.617597 10.099154 11.522701 11.755561 9.961662 9.961662
## [3669] 10.581494 10.617597 10.344990 10.344990 10.581494 10.344990 10.344990
## [3676] 10.617597 11.372145 11.372145 10.141261 10.141261 10.141261 10.141261
## [3683] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [3690] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [3697] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [3704] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [3711] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [3718] 11.257893 11.257893 9.831860 9.787836 9.831860 9.787836 9.831860
## [3725] 9.787836 9.787836 9.831860 9.831860 9.787836 9.787836 9.831860
## [3732] 9.463396 10.491562 10.491562 9.395667 9.395667 10.491562 9.395667
## [3739] 9.395667 8.926012 10.491562 9.395667 10.502445 8.926012 8.926012
## [3746] 8.926012 10.502573 8.926012 8.926012 8.926012 10.502573 8.926012
## [3753] 10.582237 10.582237 10.582237 10.582237 10.721126 10.758211 10.582237
## [3760] 10.582237 10.582237 10.582237 10.582237 10.582237 10.721126 10.582237
## [3767] 10.582237 10.582237 10.582237 10.721126 10.582237 10.582237 10.582237
## [3774] 10.582237 9.153083 9.153083 9.153083 9.153083 9.153083 9.153083
## [3781] 9.794398 9.794398 9.794398 9.794398 9.794398 9.794398 9.191193
## [3788] 9.191193 9.191193 9.191193 9.191193 9.839324 9.839324 9.839324
## [3795] 9.839324 9.839324 9.839324 10.112725 10.112323 10.119869 10.112323
## [3802] 10.119869 10.119869 10.119869 10.119869 9.646818 9.646818 10.183067
## [3809] 10.183067 10.183067 10.183067 9.646818 9.646818 9.646818 10.183067
## [3816] 10.183067 9.646818 10.112725 9.839324 9.839324 9.839324 10.112725
## [3823] 10.112323 9.839324 10.112725 9.839324 10.112725 9.839324 10.112323
## [3830] 9.839324 9.839324 9.839324 9.940631 9.839324 9.940631 9.869936
## [3837] 9.839324 9.839324 10.148783 10.232133 9.940631 10.747904 10.994411
## [3844] 10.994411 10.747904 10.994411 10.994411 10.577925 9.639761 9.639761
## [3851] 9.639761 9.639761 9.045868 9.045868 9.045868 9.045868 9.045868
## [3858] 9.045868 9.045868 9.045868 9.045868 9.045868 9.045868 9.045868
## [3865] 9.045868 9.045868 9.045868 9.045868 9.045868 9.045868 9.045868
## [3872] 9.045868 9.045868 10.009947 9.807021 10.009947 10.009947 9.807021
## [3879] 10.009947 9.669444 9.669444 10.514050 10.555880 10.555880 10.514050
## [3886] 10.555880 10.496187 10.496187 10.496187 10.496187 10.496187 10.496187
## [3893] 10.496187 10.496187 10.496187 8.616613 8.616613 8.616613 9.650032
## [3900] 9.650032 9.650032 9.650032 8.616613 8.616613 8.616613 9.650032
## [3907] 9.650032 10.153933 9.650032 9.650032 8.616613 9.650032 8.616613
## [3914] 9.108488 9.650032 9.108488 9.650032 9.612390 9.108488 9.650032
## [3921] 9.650032 9.108488 9.650032 10.257682 10.257682 10.384555 10.384555
## [3928] 10.384555 10.257682 10.384555 10.384555 10.384555 10.257682 10.205227
## [3935] 10.205227 10.205227 10.201808 10.201808 9.807021 9.807021 9.199551
## [3942] 9.807021 9.803715 9.807021 9.199551 9.803715 10.308828 10.308828
## [3949] 10.308828 10.308828 10.308828 10.308828 10.730637 10.308828 10.193905
## [3956] 10.308828 10.308828 10.193905 10.308828 10.371193 10.759992 10.371193
## [3963] 10.308828 10.308828 10.308828 10.308828 10.449414 10.449414 10.449414
## [3970] 10.901693 10.449414 10.730637 10.444491 10.444491 10.730637 10.901693
## [3977] 10.444491 10.444491 10.444491 10.952518 10.444491 10.901693 10.444491
## [3984] 11.084292 10.307617 10.307617 10.307617 10.307617 10.307617 10.307617
## [3991] 9.055164 10.308828 10.384555 10.308828 10.308828 9.055164 10.384555
## [3998] 10.384555 10.308828 9.055164 10.308828 10.384555 10.308828 9.055164
## [4005] 10.308828 9.055164 9.055164 9.055164 10.308828 10.384555 9.055164
## [4012] 10.308828 10.308828 10.118705 10.169220 10.118705 10.169220 10.169220
## [4019] 10.118705 10.169220 10.169220 10.118705 10.169220 10.118705 10.169220
## [4026] 10.118705 10.118705 10.169220 10.169220 10.169220 10.099348 10.169220
## [4033] 10.169220 10.099348 10.169220 10.099348 11.372145 11.372145 11.372145
## [4040] 11.372145 11.372145 11.372145 9.639761 9.628336 10.141261 10.141261
## [4047] 10.141261 9.766442 9.191193 9.191193 9.813429 9.813429 9.813429
## [4054] 10.617597 10.617597 10.617597 10.617597 10.813542 10.813542 10.813542
## [4061] 10.813542 10.813542 10.813542 10.813542 10.945080 10.945080 10.813542
## [4068] 10.945080 10.813542 10.813542 10.945080 10.945080 10.813542 10.813542
## [4075] 10.945080 10.813542 10.945080 10.945080 10.813542 10.813542 10.945080
## [4082] 10.945080 10.813542 10.813542 10.945080 10.813542 10.945080 10.635721
## [4089] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [4096] 10.635721 11.186567 11.186567 11.186567 11.186567 11.186567 11.186567
## [4103] 11.186567 11.186567 11.186567 11.186567 11.186567 11.186567 10.813542
## [4110] 10.813542 10.813542 10.945080 10.813542 10.945080 10.813542 10.945080
## [4117] 10.813542 10.813542 10.813542 10.813542 10.813542 10.945080 10.945080
## [4124] 10.945080 10.813542 10.813542 10.945080 10.813542 10.945080 10.945080
## [4131] 10.813542 10.945080 10.813542 10.813542 10.813542 10.945080 10.945080
## [4138] 10.280206 10.477093 10.280206 10.477093 10.477093 10.280206 10.477093
## [4145] 10.280206 10.280206 10.477093 10.477093 10.280206 10.582237 10.582237
## [4152] 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237
## [4159] 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237 10.464161
## [4166] 10.464161 10.464161 10.464161 10.464161 10.464161 10.464161 10.464161
## [4173] 10.464161 11.257893 11.257893 11.257893 9.759814 9.559062 9.108488
## [4180] 9.108488 9.108488 8.965049 8.965049 9.108488 8.965049 9.108488
## [4187] 9.108488 9.559062 8.965049 9.559062 9.108488 8.965049 9.559062
## [4194] 9.559062 9.108488 9.559062 9.559062 8.965049 9.559062 8.965049
## [4201] 9.108488 8.965049 9.108488 8.965049 8.965049 8.965049 9.559062
## [4208] 8.965049 9.054246 9.054246 9.054246 9.054246 9.054246 9.054246
## [4215] 10.818518 10.818518 10.641548 10.623761 10.623761 10.542676 10.542676
## [4222] 10.623761 10.542676 10.623761 10.542676 10.623761 10.555880 10.515482
## [4229] 10.515482 10.555880 10.515482 10.515482 10.555880 10.555880 10.555880
## [4236] 10.515482 10.515482 10.555880 9.500869 8.947441 8.947441 9.500869
## [4243] 8.947441 9.500869 9.500869 8.947441 8.927909 8.927909 8.927909
## [4250] 10.345947 10.345947 10.345947 10.345947 10.345947 10.345947 10.555880
## [4257] 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880
## [4264] 10.523646 10.555880 10.523646 10.555880 10.737844 10.737844 10.737844
## [4271] 10.721126 10.737844 10.737844 10.737844 10.737844 10.721126 10.737844
## [4278] 10.721126 10.737844 10.737844 10.721126 10.737844 10.721126 10.737844
## [4285] 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844
## [4292] 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844 10.737844
## [4299] 10.737844 10.737844 10.581610 10.581610 10.412186 10.412186 10.412186
## [4306] 10.652646 10.412186 10.652646 10.412186 10.581610 10.554815 10.412186
## [4313] 10.412186 10.642931 10.642931 10.412186 10.642931 10.554815 10.554815
## [4320] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4327] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4334] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4341] 10.412186 10.412186 10.412186 10.412186 10.636990 10.636990 10.636990
## [4348] 10.636990 10.636990 10.721126 10.636990 10.636990 10.636990 10.721126
## [4355] 10.721126 10.636990 10.636990 10.636990 10.636990 10.721126 10.636990
## [4362] 10.582237 10.636990 10.636990 10.721126 10.636990 10.487846 9.395667
## [4369] 9.055164 9.395667 9.395667 9.055164 9.055164 9.395667 9.055164
## [4376] 9.055164 8.880954 8.993502 8.993502 9.055164 9.055164 10.654785
## [4383] 9.103426 10.654785 10.218516 10.654785 10.218516 10.218516 10.218516
## [4390] 10.218516 10.218516 10.218516 10.218516 10.218516 10.260515 10.260515
## [4397] 10.260515 10.260515 10.260515 10.260515 10.412186 10.412186 10.412186
## [4404] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4411] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4418] 10.412186 10.412186 10.412186 10.412186 10.642931 10.642931 10.721126
## [4425] 10.538642 10.758211 10.538642 10.959816 10.959816 10.758211 10.538642
## [4432] 10.959816 10.538642 10.538642 10.959816 10.959816 10.758211 10.758211
## [4439] 10.538642 10.538642 10.959816 10.959816 10.538642 10.959816 10.758211
## [4446] 10.959816 10.538642 10.758211 10.538642 10.959816 10.538642 10.959816
## [4453] 10.959816 10.538642 10.538642 10.758211 10.538642 10.959816 10.721126
## [4460] 10.538642 10.959816 10.538642 10.538642 10.959816 10.538642 10.538642
## [4467] 10.538642 10.959816 10.959816 10.959816 10.959816 10.959816 10.538642
## [4474] 10.538642 10.538642 10.758211 10.721126 10.758211 10.959816 10.721126
## [4481] 10.538642 10.721126 10.538642 10.538642 10.538642 10.758211 10.538642
## [4488] 10.538642 10.758211 10.758211 10.758211 10.721126 10.959816 10.959816
## [4495] 10.959816 10.959816 10.758211 10.538642 10.538642 10.758211 10.538642
## [4502] 10.959816 10.959816 10.959816 10.758211 10.737844 10.959816 10.959816
## [4509] 10.721126 10.737844 10.758211 10.959816 10.538642 10.538642 10.538642
## [4516] 10.959816 10.721126 10.959816 10.538642 10.758211 10.959816 10.959816
## [4523] 10.538642 10.959816 10.959816 10.959816 10.538642 10.758211 10.538642
## [4530] 10.758211 10.959816 10.538642 10.959816 10.758211 10.538642 10.538642
## [4537] 10.721126 10.538642 10.758211 10.959816 10.538642 10.538642 10.538642
## [4544] 10.538642 10.721126 10.758211 10.538642 10.959816 10.412186 10.412186
## [4551] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4558] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4565] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4572] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4579] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4586] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [4593] 10.412186 10.412186 10.412186 10.412186 11.822361 11.822361 11.822361
## [4600] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [4607] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 9.993545
## [4614] 9.993545 9.993545 9.993545 9.993545 9.993545 11.890353 11.890353
## [4621] 11.890353 9.993545 10.509705 9.993545 9.993545 9.993545 9.993545
## [4628] 9.993545 9.993545 9.993545 9.993545 9.993545 9.993545 9.993545
## [4635] 10.519467 9.993545 9.993545 10.519467 9.993545 9.993545 9.993545
## [4642] 9.993545 9.191193 11.009989 11.009989 11.009989 9.191193 11.009989
## [4649] 9.191193 11.009989 9.191193 11.009989 11.009989 11.009989 11.009989
## [4656] 9.191193 9.191193 10.141261 10.141261 9.831860 9.831860 9.841347
## [4663] 9.841347 9.810726 9.841347 9.841347 9.841347 9.810726 9.841347
## [4670] 9.831860 9.831860 9.841347 9.916283 9.841347 9.831860 9.831860
## [4677] 9.841347 10.499312 10.494362 10.499312 10.499312 10.494362 10.494362
## [4684] 10.499312 10.499312 10.494362 10.494362 10.499312 10.494362 10.494362
## [4691] 10.494362 10.499312 10.499312 10.205227 10.249398 10.205227 10.232935
## [4698] 10.205227 10.249398 10.205227 10.232935 10.249398 10.508669 10.508669
## [4705] 10.576031 10.538642 10.538642 10.538642 10.538642 10.538642 10.721126
## [4712] 10.737844 10.538642 10.538642 10.568420 10.568420 10.538642 10.737844
## [4719] 10.568420 10.538642 10.538642 10.538642 10.568420 11.886833 11.886833
## [4726] 11.522701 11.522701 11.886833 10.700172 10.637543 10.637543 10.637543
## [4733] 10.254324 10.254324 9.993545 10.254324 9.993545 10.141261 10.254324
## [4740] 9.993545 9.993545 10.141261 10.254324 10.254324 9.993545 9.993545
## [4747] 10.254324 9.993545 9.993545 9.993545 10.141261 9.993545 9.350848
## [4754] 8.880954 9.350848 8.880954 8.880954 8.880954 9.350848 9.350848
## [4761] 9.350848 9.350848 8.880954 9.350848 8.880954 8.880954 8.880954
## [4768] 8.880954 8.880954 8.880954 9.350848 9.350848 9.350848 9.350848
## [4775] 8.880954 8.880954 9.350848 9.350848 9.350848 8.880954 8.880954
## [4782] 8.880954 9.350848 8.880954 9.350848 10.344990 10.161170 9.700146
## [4789] 10.161170 10.161170 9.700146 10.344990 10.161170 10.161170 9.700146
## [4796] 10.161170 10.344990 9.700146 10.344990 10.161170 10.310923 10.161170
## [4803] 10.310923 9.495234 10.161170 10.161170 10.161170 9.495234 10.021893
## [4810] 9.923450 10.072897 10.275602 10.275602 9.839324 9.786718 10.087950
## [4817] 10.232133 10.232133 10.232133 9.786718 10.275602 10.232133 10.087950
## [4824] 10.087950 10.021893 9.839324 10.275602 10.087909 9.839324 9.839324
## [4831] 9.968204 9.854367 9.880857 10.232133 10.198135 9.880857 8.861873
## [4838] 8.861873 8.861873 8.861873 8.861873 8.861873 8.861873 10.307617
## [4845] 10.210838 10.307617 10.210838 10.210838 10.210838 10.307617 10.307617
## [4852] 10.307617 10.210838 10.307617 10.210838 9.264747 9.264747 9.264747
## [4859] 9.264747 9.264747 9.264747 9.264747 9.264747 9.264747 10.471667
## [4866] 10.471667 10.471667 10.471667 10.412186 10.412186 10.471667 10.471667
## [4873] 10.412186 10.412186 10.412186 10.412186 10.412186 10.499312 10.494362
## [4880] 10.499312 10.494362 10.499312 10.494362 10.494362 10.499312 10.499312
## [4887] 10.494362 10.494362 10.499312 10.494362 10.499312 10.494362 10.499312
## [4894] 10.232935 9.045868 10.232935 10.232935 10.232935 10.232935 10.232935
## [4901] 10.232935 9.045868 10.232935 9.045868 10.232935 10.232935 10.232935
## [4908] 9.045868 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [4915] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [4922] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [4929] 10.262700 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [4936] 10.232935 10.232935 10.232935 9.045868 9.045868 10.232935 10.232935
## [4943] 10.232935 10.232935 9.045868 9.045868 10.267284 10.232935 10.232935
## [4950] 10.267284 10.232935 10.232935 9.045868 10.267284 10.267284 10.232935
## [4957] 10.232935 10.232935 9.045868 10.232935 10.232935 10.232935 10.267284
## [4964] 10.232935 10.267284 10.267284 9.045868 10.039954 10.039954 10.039954
## [4971] 10.039954 10.039954 10.039954 10.039954 10.039954 10.039954 10.039954
## [4978] 10.582237 10.614849 10.637543 10.614849 10.637543 10.614849 10.614849
## [4985] 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237 10.582237
## [4992] 10.582237 10.582237 10.384555 10.462776 10.515482 10.514050 10.515482
## [4999] 10.514050 10.779390 10.779390 10.779390 11.590693 11.590693 10.514050
## [5006] 10.515482 11.590693 10.515482 11.590693 10.514050 10.514050 10.515482
## [5013] 10.555880 11.590693 10.515482 10.635721 11.650840 10.635721 11.650840
## [5020] 11.954825 10.555880 10.523646 10.523646 10.555880 10.523646 10.550346
## [5027] 10.523646 10.555880 10.620809 10.523646 10.550346 10.550346 10.620809
## [5034] 10.620809 10.620809 10.620809 10.550346 10.550346 10.620809 10.523646
## [5041] 10.523646 10.550346 10.620809 10.620809 10.550346 10.550346 10.620809
## [5048] 10.620809 10.620809 10.550346 9.904725 10.523646 9.821098 9.904725
## [5055] 10.550346 10.523646 10.620809 9.904725 10.550346 10.550346 10.550346
## [5062] 10.620809 9.821098 10.620809 9.904725 10.523646 10.550346 10.620809
## [5069] 8.411299 8.411299 8.926012 8.411299 8.926012 8.411299 9.055164
## [5076] 8.411299 10.514050 10.555880 10.544997 10.544997 10.555880 10.500886
## [5083] 10.555880 10.555880 10.555880 10.555880 10.555880 10.591369 10.555880
## [5090] 10.555880 10.555880 10.591369 10.555880 10.523646 10.523646 10.620809
## [5097] 10.620809 10.550346 10.620809 10.523646 10.620809 10.550346 10.550346
## [5104] 10.523646 10.620809 10.523646 10.559007 10.523646 10.550346 10.550346
## [5111] 10.523646 10.523646 10.550346 10.523646 10.550346 10.555880 10.550346
## [5118] 9.680269 9.192425 9.196244 9.696327 9.650032 10.146790 10.178663
## [5125] 9.794398 10.537935 9.794398 10.537935 9.196244 9.196244 9.794398
## [5132] 10.537935 9.196244 9.794398 10.537935 9.794398 9.669295 9.794398
## [5139] 9.196244 9.196244 10.537935 9.794398 10.537935 9.794398 9.794398
## [5146] 9.196244 10.620809 11.608415 10.567291 11.425942 10.537935 11.425942
## [5153] 10.537935 11.590693 9.087003 9.087003 9.087003 9.087003 9.087003
## [5160] 9.087003 11.886833 11.886833 11.954825 11.886833 11.886833 11.886833
## [5167] 11.886833 11.886833 11.886833 11.954825 11.886833 11.954825 11.954825
## [5174] 11.886833 11.886833 11.854522 11.886833 11.886833 11.886833 11.886833
## [5181] 11.886833 11.886833 11.886833 11.886833 10.622847 10.622847 9.749465
## [5188] 10.622847 10.622847 9.749465 10.622847 10.325277 10.622847 10.622847
## [5195] 10.622847 10.622847 10.622847 10.622847 10.622847 10.622847 10.622847
## [5202] 10.622847 10.547888 11.372145 11.372145 10.643826 10.486393 10.486393
## [5209] 10.643826 11.372145 10.638111 10.523518 10.638239 10.523646 10.638239
## [5216] 10.638239 10.638239 10.523646 11.987095 11.987095 11.987095 11.987095
## [5223] 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095 10.530265
## [5230] 10.911833 10.938787 11.823552 11.823552 10.938787 10.653410 10.530265
## [5237] 10.938787 10.530265 10.653410 11.823552 10.203695 10.245107 10.519497
## [5244] 10.888623 10.203695 10.245107 10.797643 10.210838 10.344990 10.344990
## [5251] 10.310923 10.344990 10.310923 10.530533 11.823552 10.530533 11.823552
## [5258] 10.530533 11.823552 10.478226 11.823552 10.307617 10.537385 11.823552
## [5265] 11.823552 10.530533 10.478226 10.478226 10.307617 9.694474 9.694474
## [5272] 9.694474 10.307617 10.246784 10.246784 10.307617 10.307617 10.245107
## [5279] 10.220336 10.220336 10.245107 10.220336 10.245107 10.245107 10.245107
## [5286] 10.220336 10.220336 10.220336 10.591369 10.210838 10.210838 10.478226
## [5293] 10.591369 10.583700 10.210838 11.823552 11.175606 10.645126 10.150720
## [5300] 10.150720 10.150720 10.150720 10.150720 10.178965 10.210838 10.228063
## [5307] 10.210838 10.178965 10.210838 10.210838 10.178965 10.210838 10.210838
## [5314] 10.210838 10.210838 10.178965 10.228063 10.228063 10.178965 10.210838
## [5321] 10.228063 10.210838 10.228063 10.210838 10.210838 10.228063 10.210838
## [5328] 10.210838 10.178965 10.210838 10.178965 10.228063 10.228063 10.210838
## [5335] 10.210838 10.210838 10.228063 10.178965 10.178965 10.228063 10.210838
## [5342] 10.178965 10.210838 10.310632 10.166053 10.178965 10.178965 10.245107
## [5349] 10.245107 10.310632 10.178965 10.166053 10.310632 10.344990 10.344990
## [5356] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
## [5363] 10.344990 9.940631 10.154026 9.906075 10.146790 10.154026 10.146790
## [5370] 9.906075 9.906075 9.940631 9.940631 10.154026 10.154026 10.154026
## [5377] 10.154026 10.146790 10.185899 10.185899 10.154026 10.185899 9.906075
## [5384] 10.040676 9.906075 10.040676 10.040676 9.888696 10.146790 10.146790
## [5391] 9.906075 10.146790 9.888696 9.888696 10.146790 10.146790 10.146790
## [5398] 10.146790 10.146790 10.146790 10.040676 10.146790 10.040676 10.040676
## [5405] 10.146790 10.154026 10.154026 10.146790 10.146790 9.191193 9.191193
## [5412] 8.514475 9.191193 9.191193 9.191193 8.514475 9.657268 9.191193
## [5419] 9.191193 9.191193 9.191193 9.657268 9.191193 9.191193 9.191193
## [5426] 8.688121 10.453990 10.453990 10.453990 10.453990 10.453990 10.453990
## [5433] 10.453990 10.453990 10.453990 10.453990 10.453990 10.453990 10.453990
## [5440] 10.453990 10.453990 10.453990 10.537935 10.756469 9.191193 10.756469
## [5447] 10.537935 9.191193 9.191193 10.756469 9.463396 9.055164 9.463396
## [5454] 9.055164 9.055164 9.463396 9.055164 9.463396 9.055164 9.463396
## [5461] 9.463396 9.055164 9.463396 9.055164 9.055164 9.463396 9.463396
## [5468] 9.463396 9.009664 9.009664 9.639761 9.639761 9.616652 9.129973
## [5475] 9.129973 9.129973 9.628336 9.628336 10.821751 10.840744 10.840744
## [5482] 10.840744 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [5489] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [5496] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 10.344990
## [5503] 10.378410 10.344990 10.344990 10.362196 10.362196 10.635841 10.502573
## [5510] 10.617597 10.617597 10.550346 10.550346 10.617597 10.617597 10.550346
## [5517] 10.581494 10.620809 10.550346 10.550346 10.952518 11.009989 11.009989
## [5524] 11.009989 11.009989 10.755038 10.617235 10.617235 10.617235 11.425942
## [5531] 11.425942 11.425942 11.522701 11.435566 11.435566 11.435566 11.553549
## [5538] 11.435566 11.435566 11.435566 11.435566 11.035693 11.035693 10.246784
## [5545] 10.148829 10.246784 10.148829 10.148829 10.148829 10.246784 10.148829
## [5552] 10.246784 10.246784 10.246784 10.148829 10.246784 10.148829 10.246784
## [5559] 10.148829 10.148829 10.246784 10.246784 10.148829 10.246784 10.246784
## [5566] 10.246784 10.148829 10.246784 10.246784 10.148829 10.246784 10.148829
## [5573] 10.148829 10.148829 10.148829 10.246784 10.148829 10.148829 10.246784
## [5580] 10.148829 10.246784 10.246784 10.246784 10.246784 10.246784 10.148829
## [5587] 10.246784 10.246784 10.148829 10.246784 10.246784 10.148829 10.148829
## [5594] 10.246784 10.148829 10.148829 10.148829 10.246784 10.148829 10.246784
## [5601] 10.148829 10.148829 10.246784 10.148829 10.246784 10.246784 10.148829
## [5608] 10.148829 10.148829 10.246784 10.148829 10.246784 10.148829 10.246784
## [5615] 10.148829 10.246784 10.246784 10.148829 11.375877 11.027938 11.027938
## [5622] 10.952518 10.952518 10.952518 10.952518 10.730637 10.730637 10.118623
## [5629] 10.118623 10.257682 10.257682 9.992375 10.257682 10.257682 9.992375
## [5636] 9.992375 10.257682 10.257682 10.257682 10.257682 9.992375 9.992375
## [5643] 10.257682 10.257682 9.992375 10.257682 10.150720 10.320484 10.191376
## [5650] 10.320484 10.191376 10.150720 10.191376 10.191376 10.320484 10.191376
## [5657] 10.191376 10.191376 10.191376 10.588702 10.588702 10.588702 10.588702
## [5664] 10.588702 10.588702 10.424711 10.467467 10.424711 10.424711 10.424711
## [5671] 10.467467 10.424711 9.584793 10.467467 10.467467 10.467467 10.467467
## [5678] 10.424711 9.584793 10.424711 10.424711 10.424711 10.467467 10.467467
## [5685] 10.467467 10.424711 10.467467 8.453642 9.796926 9.868475 9.796926
## [5692] 9.868475 9.868475 9.796926 9.854467 9.854467 9.832580 9.868475
## [5699] 9.832580 9.868475 9.832580 9.841477 9.868475 9.841477 9.542441
## [5706] 9.542441 9.542441 9.542441 9.542441 9.542441 11.854522 11.854522
## [5713] 11.854522 11.854522 10.141261 10.141261 10.141261 9.734463 9.734463
## [5720] 9.794398 9.794398 10.369647 10.369647 10.491562 10.491562 10.491562
## [5727] 10.141261 10.141261 10.141261 10.141261 9.576764 9.550676 9.587338
## [5734] 9.587338 10.307617 10.178663 10.178663 10.178663 10.203695 10.203695
## [5741] 10.203695 10.203695 10.203695 10.203695 10.216036 10.216036 10.216036
## [5748] 10.216036 10.216036 10.612518 10.612518 10.612518 10.612518 10.612518
## [5755] 10.612518 10.612518 10.612518 10.612518 10.232133 10.232133 10.517839
## [5762] 10.643826 10.643826 10.232133 10.232133 10.517839 10.517839 10.643826
## [5769] 8.746434 10.643826 10.128564 10.128564 10.128564 10.643826 10.517839
## [5776] 10.517839 9.009664 9.009664 9.476750 10.264179 10.264179 10.438422
## [5783] 10.438422 10.438422 10.264179 10.264179 10.264179 10.264179 10.264179
## [5790] 10.264179 10.438422 10.264179 10.438422 10.264179 10.438422 10.264179
## [5797] 10.264179 9.940631 9.496305 10.161170 9.940631 9.940631 9.940631
## [5804] 10.185899 10.185899 9.940631 9.496305 9.940631 10.185899 10.161170
## [5811] 9.940631 9.940631 9.940631 9.940631 9.940631 9.940631 10.185899
## [5818] 9.940631 9.940631 9.940631 9.940631 9.940631 9.940631 9.940631
## [5825] 9.940631 10.024936 10.024936 9.940631 9.692572 9.940631 9.692572
## [5832] 9.676636 9.725872 10.141261 10.141261 10.141261 10.141261 10.141261
## [5839] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [5846] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [5853] 10.141261 8.411299 8.411299 8.411299 9.495234 9.495234 8.411299
## [5860] 8.411299 8.411299 9.495234 9.495234 8.411299 9.807021 8.411299
## [5867] 9.495234 8.411299 8.411299 8.411299 8.411299 8.411299 8.411299
## [5874] 8.411299 9.807021 8.411299 9.495234 10.287311 10.191973 10.275354
## [5881] 10.346904 10.191973 10.285544 10.325029 10.191973 9.794398 9.794398
## [5888] 9.794398 9.794398 9.794398 9.794398 9.821098 9.821098 9.821098
## [5895] 9.585514 9.585514 9.585514 9.585514 10.378410 10.344990 9.812185
## [5902] 9.812185 9.812185 9.812185 9.856200 9.812185 9.646595 9.812185
## [5909] 9.812185 9.646595 9.646595 10.362196 10.362196 10.362196 10.537935
## [5916] 10.537935 10.666364 10.666364 10.666364 10.617597 10.550346 10.617597
## [5923] 10.550346 10.550346 10.617597 11.372145 11.372145 11.372145 10.375231
## [5930] 10.375231 10.375231 10.375231 10.375231 10.375231 10.375231 10.245107
## [5937] 10.220336 10.348273 10.245107 10.245107 10.245107 10.220336 10.348273
## [5944] 10.348273 10.245107 10.245107 10.245107 10.245107 10.220336 10.348273
## [5951] 10.220336 10.220336 10.245107 10.348273 10.245107 10.220336 10.245107
## [5958] 10.245107 10.348273 10.245107 10.245107 10.245107 10.245107 10.245107
## [5965] 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107
## [5972] 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107 10.245107
## [5979] 10.245107 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [5986] 10.141261 10.141261 10.245107 10.245107 9.940631 10.245107 10.245107
## [5993] 10.119869 10.119869 9.940631 9.940631 10.245107 9.940631 10.245107
## [6000] 9.940631 9.940631 10.245107 10.245107 9.940631 10.119869 9.940631
## [6007] 9.940631 10.119869 9.940631 10.245107 10.245107 10.245107 10.245107
## [6014] 9.940631 9.940631 10.119869 9.940631 9.940631 9.940631 10.150720
## [6021] 10.150720 10.150720 10.150720 10.119869 9.940631 10.150720 10.150720
## [6028] 9.940631 10.040676 10.245107 10.040676 10.040676 9.888696 10.245107
## [6035] 10.040676 9.888696 10.245107 10.245107 9.888696 10.245107 10.245107
## [6042] 9.888696 10.245107 9.637119 10.245107 9.637119 10.040676 10.040676
## [6049] 10.040676 9.888696 10.040676 10.040676 10.040676 10.141261 9.583389
## [6056] 9.888696 9.583389 9.637119 10.040676 10.040676 9.940631 10.146790
## [6063] 10.245107 9.940631 10.146790 10.210838 10.245107 9.940631 10.245107
## [6070] 10.146790 10.146790 9.940631 9.940631 10.040676 10.141261 9.940631
## [6077] 10.210838 9.940631 10.210838 10.210838 10.245107 10.146790 10.210838
## [6084] 9.940631 9.914596 9.940631 9.914596 10.154026 10.245107 9.597516
## [6091] 9.264747 9.264747 9.264747 9.264747 9.264747 9.264747 9.264747
## [6098] 9.264747 10.166488 10.058781 9.597516 9.597516 10.058781 10.058781
## [6105] 9.597516 10.166488 10.058781 9.597516 9.597516 10.058781 9.597516
## [6112] 9.597516 9.597516 10.058781 10.058781 9.597516 10.058781 9.597516
## [6119] 9.597516 10.058781 10.321388 10.321388 10.321388 10.321388 9.584793
## [6126] 9.584793 10.321388 9.584793 9.584793 10.453990 10.453990 9.584793
## [6133] 9.584793 10.321388 10.321388 10.321388 10.453990 10.321388 9.584793
## [6140] 9.584793 10.321388 9.045868 10.321388 9.045868 10.321388 10.453990
## [6147] 10.321388 10.321388 9.045868 10.321388 9.045868 9.868475 10.072897
## [6154] 10.199875 10.072897 9.868475 9.868475 10.072897 10.072897 10.072897
## [6161] 9.920622 9.920622 10.072897 10.072897 9.868475 10.072897 10.072897
## [6168] 10.199875 9.868475 10.072897 9.868475 10.072897 9.920622 10.199875
## [6175] 10.072897 10.072897 10.072897 10.072897 9.868475 9.868475 9.868475
## [6182] 8.922706 8.922706 9.496305 9.496305 9.496305 9.496305 8.922706
## [6189] 9.496305 9.496305 8.922706 10.502573 10.554448 11.293370 10.454983
## [6196] 11.293370 10.454983 10.248926 10.248926 10.248926 9.803715 9.803715
## [6203] 9.495234 9.495234 10.248926 10.248926 9.803715 9.700146 10.248926
## [6210] 9.803715 9.803715 10.248926 9.803715 9.803715 10.248926 9.700146
## [6217] 10.248926 9.495234 10.248926 9.495234 9.803715 10.248926 10.248926
## [6224] 10.248926 10.248926 9.803715 9.803715 9.495234 9.803715 10.146790
## [6231] 10.572042 10.559007 10.572042 10.146790 10.572042 10.559007 10.572042
## [6238] 10.572042 10.559007 10.572042 10.572042 10.559007 10.572042 10.572042
## [6245] 10.617597 10.617597 10.581494 10.617597 10.617597 10.446706 10.446706
## [6252] 10.446706 10.446706 10.446706 10.446706 10.446706 9.598410 9.612390
## [6259] 9.612390 9.598410 9.598410 9.612390 10.178663 9.618478 9.700146
## [6266] 10.204450 9.598410 10.178663 9.667256 10.227842 10.178663 10.245107
## [6273] 9.700146 10.227842 10.227842 10.204450 10.204450 9.650032 9.657268
## [6280] 10.204450 10.635721 10.635721 10.635721 11.987095 11.987095 8.411299
## [6287] 9.350848 9.463396 9.055164 9.055164 9.463396 8.411299 9.350848
## [6294] 9.055164 8.411299 9.463396 9.350848 9.015484 9.015484 9.350848
## [6301] 8.779721 8.948682 9.015484 9.350848 9.015484 9.015484 9.015484
## [6308] 9.015484 9.015484 9.108488 9.628747 9.628747 9.108488 9.623477
## [6315] 9.623477 9.623477 9.108488 9.623477 10.141261 10.141261 10.141261
## [6322] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [6329] 10.146790 10.641548 10.146790 10.146790 10.146790 10.146790 10.146790
## [6336] 10.146790 10.146790 10.641548 10.146790 10.146790 10.146790 10.146790
## [6343] 10.641548 10.185899 10.185899 10.185899 10.185899 9.780815 10.253316
## [6350] 10.375231 10.253316 10.375231 10.440416 10.253316 10.253316 10.440416
## [6357] 10.440416 10.253316 10.440416 10.440416 10.253316 10.253316 10.440416
## [6364] 9.191193 9.191193 9.191193 9.191193 9.191193 9.191193 10.865731
## [6371] 10.496187 11.954825 10.446567 10.446567 10.446567 8.411299 8.880954
## [6378] 8.880954 8.880954 8.880954 8.411299 8.880954 8.880954 9.124435
## [6385] 9.124435 9.124435 9.124435 9.124435 9.124435 9.124435 9.124435
## [6392] 9.124435 10.260515 10.260515 10.260515 10.496187 10.496187 10.496187
## [6399] 10.496187 10.496187 10.496187 10.496187 10.496187 10.496187 10.496187
## [6406] 10.774333 10.755038 10.755038 10.755038 10.755038 10.755038 11.425942
## [6413] 11.372145 11.372145 11.372145 11.425942 11.425942 11.425942 11.372145
## [6420] 11.372145 11.425942 11.425942 11.372145 11.372145 11.425942 11.522701
## [6427] 11.522701 11.522701 10.369647 10.725523 10.369647 10.725523 10.369647
## [6434] 10.755038 10.369647 10.369647 10.369647 10.755038 10.755038 10.491562
## [6441] 9.794398 9.191193 10.388814 10.388814 9.191193 10.412186 10.412186
## [6448] 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186 10.412186
## [6455] 10.412186 10.412186 10.412186 10.412186 10.952518 9.794398 9.794398
## [6462] 9.794398 9.794398 9.794398 9.794398 9.794398 9.794398 9.794398
## [6469] 9.794398 9.794398 9.794398 10.952518 9.794398 9.794398 9.794398
## [6476] 9.794398 9.794398 11.009989 9.009664 9.009664 9.009664 9.009664
## [6483] 9.218672 9.218672 9.553461 9.553461 9.662341 9.553461 9.553461
## [6490] 9.599980 9.599980 9.834741 10.260515 9.914184 10.821751 10.840744
## [6497] 10.840744 10.591826 11.823552 11.027938 10.478226 10.478226 11.823552
## [6504] 10.591826 10.537385 10.938787 10.478226 10.530533 10.478226 8.880954
## [6511] 11.823552 10.537385 10.573560 10.573560 9.678067 9.678067 9.678067
## [6518] 9.678067 9.678067 10.500886 10.500886 10.591369 10.500886 10.591369
## [6525] 10.496187 10.523646 10.550346 11.023461 11.023461 11.023461 11.114057
## [6532] 11.375877 11.123721 11.375877 11.123721 11.123721 11.375877 11.023461
## [6539] 11.023461 11.023461 11.023461 11.023461 11.023461 11.608415 11.522701
## [6546] 11.169652 11.169652 11.169652 11.169652 11.169652 11.169652 11.169652
## [6553] 11.169652 11.169652 11.169652 11.169652 11.083938 10.929241 10.494882
## [6560] 10.494882 10.929241 10.622847 10.494882 10.929241 9.749465 10.891325
## [6567] 10.891325 10.191973 10.232935 10.635721 10.232935 10.191973 10.891325
## [6574] 10.891325 10.635721 10.635721 10.891325 10.303814 10.232935 10.891325
## [6581] 10.191973 10.242659 10.150720 10.242659 10.119869 10.000231 10.000231
## [6588] 10.166053 10.166053 10.166053 10.166053 10.191973 10.191973 10.191973
## [6595] 10.191973 10.191973 10.292908 10.191973 10.286674 10.286674 10.138717
## [6602] 10.286674 10.098855 10.098855 10.285461 10.098855 10.285461 10.098855
## [6609] 10.098855 9.839324 10.326117 10.141261 10.326117 9.839324 9.839324
## [6616] 9.839324 9.839324 10.141261 9.839324 10.326117 9.839324 10.197399
## [6623] 9.992375 9.992375 9.992375 9.992375 9.992375 9.992375 10.197399
## [6630] 10.197399 9.992375 10.756469 10.756469 10.756469 10.756469 10.716198
## [6637] 11.009989 10.625671 10.625671 10.625671 10.625671 10.625671 10.625671
## [6644] 9.841477 10.118705 9.542893 9.045868 9.868475 9.045868 9.868475
## [6651] 10.118705 9.841477 9.542893 9.841477 9.045868 9.542893 10.118705
## [6658] 9.868475 10.468460 10.468460 10.455891 10.455891 10.455891 10.455891
## [6665] 10.455891 10.455891 10.455891 10.455891 10.455891 10.455891 11.987095
## [6672] 11.987095 9.618478 9.618478 9.618478 9.618478 9.618478 9.618478
## [6679] 9.618478 9.055164 9.055164 9.055164 10.009947 10.009947 10.548122
## [6686] 10.548122 10.549407 10.737844 10.737844 10.620809 10.620809 10.620809
## [6693] 10.666364 10.666364 10.666364 10.620809 10.666364 10.620809 10.620809
## [6700] 10.559007 10.620809 10.550346 10.559007 10.638672 10.559007 10.559007
## [6707] 10.559007 10.638672 10.559007 10.620809 10.620809 10.620809 10.550346
## [6714] 10.550346 10.620809 10.559007 10.559007 10.550346 10.638672 10.620809
## [6721] 10.620809 10.559007 10.638672 9.594090 9.563288 9.869936 9.916283
## [6728] 9.916283 9.916283 9.869936 9.916283 8.927909 9.463396 9.129973
## [6735] 9.055164 9.463396 9.677872 9.677872 9.639761 9.677872 9.639761
## [6742] 9.639761 9.677872 9.677872 9.639761 10.523646 10.550346 10.718999
## [6749] 11.522701 11.608415 11.522701 10.718999 10.550346 11.608415 10.523646
## [6756] 9.585514 9.374022 9.374022 9.374022 9.587338 9.374022 9.587338
## [6763] 9.374022 9.374022 9.587338 9.587338 9.587338 9.374022 9.374022
## [6770] 9.587338 9.587338 9.587338 9.807021 9.807021 9.807021 9.807021
## [6777] 9.807021 9.807021 9.807021 9.807021 9.807021 9.807021 9.807021
## [6784] 9.807021 9.632558 9.807021 9.632558 9.807021 9.807021 9.632558
## [6791] 9.807021 9.632558 10.620809 10.550346 10.550346 10.550346 10.620809
## [6798] 10.550346 10.523646 10.550346 10.531929 10.531929 10.591369 10.555880
## [6805] 10.515482 10.555880 10.515482 10.555880 10.550346 10.559007 10.559007
## [6812] 10.559007 10.559007 10.559007 10.559007 10.559007 10.559007 10.591369
## [6819] 10.515482 10.515482 10.591369 10.591369 10.515482 10.591369 10.515482
## [6826] 9.587338 10.378410 10.378410 10.141261 10.344990 10.141261 10.344990
## [6833] 10.344990 10.141261 10.378410 10.344990 10.141261 10.378410 10.277177
## [6840] 9.807021 10.277177 10.344990 9.807021 10.344990 9.807021 10.344990
## [6847] 10.277177 10.344990 10.277177 9.807021 10.654785 10.141261 10.141261
## [6854] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [6861] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [6868] 10.141261 10.141261 9.004249 9.004249 9.218672 9.218672 9.218672
## [6875] 9.218672 10.253316 10.172765 9.678067 9.705222 9.678067 9.705222
## [6882] 9.678067 9.678067 9.678067 9.678067 9.705222 9.678067 9.678067
## [6889] 10.172765 9.678067 10.253316 10.253316 9.678067 10.172765 9.640478
## [6896] 10.213836 10.243919 10.243919 10.242659 10.851027 10.242659 10.243919
## [6903] 10.996762 10.242659 10.242659 9.264747 9.597516 9.129973 9.597516
## [6910] 10.172765 9.264747 9.129973 9.264747 9.264747 10.172765 9.129973
## [6917] 9.597516 9.597516 9.129973 10.172765 10.172765 9.597516 9.597516
## [6924] 10.172765 10.143250 10.143250 10.143250 11.755561 11.755561 10.287051
## [6931] 10.287051 10.287051 10.287051 10.287051 10.287051 10.287051 10.287051
## [6938] 10.118705 10.118705 10.104150 10.118705 10.104150 10.118705 9.045868
## [6945] 9.584793 9.584793 9.045868 9.045868 9.584793 11.823552 11.823552
## [6952] 11.823552 11.823552 10.262700 10.262700 10.262700 10.415611 10.415611
## [6959] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
## [6966] 10.415611 10.299222 10.415611 10.415611 10.415611 10.415611 10.415611
## [6973] 10.240531 10.415611 10.240531 10.299222 10.415611 10.415611 10.415611
## [6980] 10.415611 10.415611 10.415611 10.415611 10.415611 11.814382 11.814382
## [6987] 11.954825 11.954825 11.814382 11.814382 11.954825 11.954825 11.954825
## [6994] 10.618386 10.618386 10.618386 10.618386 10.719239 10.719239 10.947576
## [7001] 10.689969 10.637543 10.637543 10.947576 10.689969 10.637543 10.947576
## [7008] 10.947576 10.947576 10.689969 10.637543 10.637543 10.947576 10.689969
## [7015] 10.637543 10.637543 10.588787 10.637543 10.947576 10.947576 10.637543
## [7022] 10.947576 9.015484 9.108488 9.015484 9.015484 9.108488 9.108488
## [7029] 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234
## [7036] 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234
## [7043] 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234
## [7050] 9.495234 9.650032 10.024936 10.024936 10.024936 9.650032 9.650032
## [7057] 9.639761 9.067187 9.639761 9.067187 9.639761 9.639761 9.067187
## [7064] 9.129973 9.129973 9.129973 9.129973 9.129973 9.129973 9.129973
## [7071] 9.129973 9.054246 9.054246 8.812022 8.812022 10.515482 10.496187
## [7078] 10.515482 10.515482 10.515482 10.638736 10.638736 10.638736 10.638736
## [7085] 10.638736 10.638736 10.515482 10.638736 10.638736 10.638736 10.638736
## [7092] 10.638736 10.638736 10.638736 10.638736 9.631245 9.866025 9.908674
## [7099] 9.866025 9.542893 9.908674 9.866025 10.238716 9.866025 9.542893
## [7106] 9.866025 9.866025 10.207057 10.146790 10.146790 10.146790 10.146790
## [7113] 10.146790 10.146790 9.612390 9.612390 9.120515 8.919423 8.919423
## [7120] 8.919423 8.880954 8.880954 8.919423 8.919423 8.880954 8.919423
## [7127] 8.880954 8.880954 8.919423 8.880954 8.880954 8.919423 8.880954
## [7134] 8.880954 8.880954 8.880954 8.880954 8.880954 8.919423 8.919423
## [7141] 8.880954 8.880954 8.880954 8.880954 8.919423 8.919423 8.919423
## [7148] 8.880954 8.919423 8.880954 8.919423 8.919423 8.880954 10.241886
## [7155] 10.241886 10.241886 9.153083 9.153083 10.431627 9.153083 9.794398
## [7162] 9.794398 9.191193 10.155180 10.164293 10.164293 10.155180 10.155180
## [7169] 10.205227 10.164293 10.205227 10.164293 10.205227 10.205227 10.155180
## [7176] 10.164293 10.155180 10.205227 10.205227 10.205227 10.155180 10.164293
## [7183] 10.205227 10.164293 10.164293 10.155180 10.155180 10.514050 10.462776
## [7190] 10.514050 10.462776 11.553549 9.034770 9.034770 9.034770 9.034770
## [7197] 9.034770 9.034770 10.310923 10.310923 10.310923 10.310923 10.310923
## [7204] 10.310923 10.310923 10.310923 10.310923 10.310923 10.310923 10.310923
## [7211] 9.496305 9.657470 9.657470 9.496305 9.657470 9.542893 9.825691
## [7218] 9.825691 9.504664 9.504664 9.830371 10.415611 10.415611 10.415611
## [7225] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
## [7232] 10.415611 10.415611 10.415611 10.415611 10.415611 8.925284 10.022304
## [7239] 10.022304 10.022304 10.022304 10.141261 10.141261 10.022304 10.285461
## [7246] 10.072942 10.072942 10.022304 10.285461 10.072942 10.072942 10.072942
## [7253] 10.285461 10.285461 10.072942 10.326117 9.914596 10.087909 10.087909
## [7260] 10.326117 10.161170 10.161170 10.161170 10.685563 10.161170 10.161170
## [7267] 10.161170 10.685563 10.161170 10.161170 10.161170 10.161170 10.161170
## [7274] 10.161170 10.161170 10.685563 10.161170 10.685563 10.161170 9.696327
## [7281] 9.700146 10.077437 10.077437 10.161170 9.696327 9.696327 10.161170
## [7288] 9.700146 9.700146 9.196244 10.009947 10.009947 10.009947 9.700146
## [7295] 9.700146 9.612390 9.196244 10.009947 9.700146 10.009947 9.196244
## [7302] 10.009947 9.696327 10.009947 9.700146 9.700146 9.196244 10.204450
## [7309] 10.161170 10.486105 10.161170 10.486105 10.161170 10.204450 10.161170
## [7316] 10.161170 10.204450 10.161170 10.486105 10.245107 10.204450 10.204450
## [7323] 10.245107 10.204450 10.245107 10.230460 10.436378 10.436378 10.307474
## [7330] 10.307474 10.307474 10.307474 10.307474 10.485060 10.307474 10.485060
## [7337] 9.162401 10.639133 10.639133 10.639133 10.639133 10.639133 11.458121
## [7344] 10.607173 10.929241 10.929241 10.929241 11.458121 11.458121 11.458121
## [7351] 11.458121 10.594604 11.458121 10.607173 11.458121 11.458121 10.594604
## [7358] 11.458121 10.594604 11.458121 10.607173 10.929241 10.929241 10.929241
## [7365] 10.388814 9.191193 9.794398 9.191193 10.424303 9.191193 10.663392
## [7372] 10.663392 9.830371 9.868475 9.825691 9.866025 10.154026 9.940631
## [7379] 10.154026 10.154026 10.154026 9.940631 10.154026 10.154026 10.154026
## [7386] 10.154026 10.154026 9.940631 10.154026 10.154026 10.154026 9.914596
## [7393] 10.154026 10.641548 10.154026 10.154026 10.154026 10.154026 10.040676
## [7400] 10.040676 10.040676 10.040676 10.040676 10.040676 10.040676 10.641548
## [7407] 10.040676 10.040676 10.040676 10.040676 10.040676 10.040676 10.040676
## [7414] 10.641548 10.173558 10.173558 10.173558 10.173558 10.173558 10.641548
## [7421] 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398
## [7428] 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398
## [7435] 10.249398 10.249398 10.249398 10.249398 10.249398 10.249398 10.415611
## [7442] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
## [7449] 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
## [7456] 10.415611 10.415611 10.415611 10.505124 10.468460 10.468460 10.468460
## [7463] 10.468460 10.505124 10.505124 10.505124 10.967607 11.084292 11.084292
## [7470] 10.967607 11.084292 10.967607 11.084292 11.167743 11.167743 10.967607
## [7477] 10.967607 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825
## [7484] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825 9.103426
## [7491] 8.642160 8.642160 9.103426 8.551825 8.551825 8.551825 8.642160
## [7498] 9.045868 9.045868 8.551825 9.045868 9.103426 8.642160 9.103426
## [7505] 8.642160 8.603690 8.642160 9.045868 8.551825 8.551825 8.642160
## [7512] 9.045868 8.603690 8.642160 9.045868 10.325029 10.445927 10.445927
## [7519] 10.445927 10.325029 10.325029 10.325029 10.325029 10.325029 10.445927
## [7526] 10.445927 10.445927 10.445927 10.325029 10.467467 10.468460 10.467467
## [7533] 10.467467 10.467467 10.468460 10.468460 10.467467 10.468460 10.468460
## [7540] 10.467467 10.468460 10.467467 10.468460 10.468460 10.468460 10.468460
## [7547] 10.467467 10.468460 10.467467 10.468460 10.468460 10.467467 10.468460
## [7554] 10.468460 10.467467 10.467467 10.467467 10.468460 10.467467 10.468460
## [7561] 10.468460 10.468460 8.604184 9.584793 9.584793 9.584793 9.584793
## [7568] 9.584793 9.584793 9.584793 8.551825 9.045868 8.551825 9.045868
## [7575] 9.045868 8.551825 8.551825 9.045868 9.045868 9.045868 8.393338
## [7582] 8.393338 8.393338 9.045868 8.393338 9.045868 10.141261 10.141261
## [7589] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [7596] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [7603] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [7610] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [7617] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [7624] 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261 10.141261
## [7631] 10.141261 10.141261 9.825691 9.825691 9.839324 9.839324 9.839324
## [7638] 9.839324 10.464161 10.464161 10.471667 10.471667 10.464161 10.464161
## [7645] 10.464161 10.471667 8.919423 8.919423 8.919423 9.108488 9.108488
## [7652] 9.495234 8.919423 8.919423 8.919423 8.919423 8.919423 8.919423
## [7659] 8.919423 10.240834 10.240834 10.384555 10.384555 10.384555 9.055164
## [7666] 9.549208 9.844891 9.844891 9.844891 9.055164 9.549208 9.055164
## [7673] 9.436691 9.846978 9.846978 9.741330 9.741330 9.846978 9.741330
## [7680] 9.846978 9.741330 9.741330 9.741330 9.741330 9.741330 9.741330
## [7687] 9.741330 10.620809 10.550346 11.375877 11.375877 11.375877 11.375877
## [7694] 10.620809 10.630637 10.572042 10.620809 10.572042 10.620809 10.630637
## [7701] 10.617235 10.617235 10.572042 10.248926 10.550346 10.620809 10.620809
## [7708] 10.550346 10.718999 10.620809 9.807021 10.718999 10.617597 10.248926
## [7715] 9.807021 10.248926 10.617597 10.550346 9.807021 10.620809 10.718999
## [7722] 10.248926 10.617597 10.620809 9.807021 9.807021 10.248926 10.718999
## [7729] 10.462266 10.618984 10.282997 10.385904 10.385904 10.618984 10.462266
## [7736] 10.462266 10.385904 10.385904 10.282997 10.462266 10.618984 10.618984
## [7743] 10.618984 10.618984 10.462266 9.741330 10.462266 9.741330 10.555880
## [7750] 10.550346 10.550346 10.550346 10.555880 10.550346 10.550346 10.620809
## [7757] 10.550346 10.523646 10.620809 10.620809 10.523646 10.620809 10.550346
## [7764] 10.523646 10.550346 10.620809 10.620809 10.307617 10.857833 9.807021
## [7771] 9.807021 10.307617 10.523646 10.550346 10.630637 11.608415 11.522701
## [7778] 10.550346 10.550346 10.523646 11.608415 11.522701 11.608415 10.630637
## [7785] 11.522701 10.523646 11.608415 10.523646 11.522701 10.630637 11.608415
## [7792] 11.522701 10.550346 10.523646 10.550346 10.450309 10.450309 10.320949
## [7799] 10.292861 10.292861 10.450309 10.320949 10.450309 10.450309 10.292861
## [7806] 10.292861 10.450309 10.574770 10.574770 10.574770 10.646522 11.608415
## [7813] 10.646522 10.646522 11.608415 10.646522 10.646522 11.608415 10.646522
## [7820] 10.646522 10.646522 10.646522 11.608415 10.467467 10.467467 10.467467
## [7827] 10.467467 10.415611 10.415611 10.415611 10.415611 10.415611 10.415611
## [7834] 10.415611 10.415611 10.257682 10.257682 10.257682 10.257682 10.257682
## [7841] 10.257682 10.555880 10.523646 10.523646 10.555880 10.555880 10.555880
## [7848] 10.555880 10.555880 10.779390 10.786905 10.786905 10.779390 11.590693
## [7855] 11.590693 10.307617 10.638672 10.307617 10.551098 10.638672 10.307617
## [7862] 10.307617 10.551098 10.550346 10.620809 10.555880 10.515482 10.555880
## [7869] 10.515482 10.555880 10.515482 11.590693 11.590693 11.590693 11.590693
## [7876] 11.031867 11.590693 11.031867 11.590693 11.590693 11.590693 11.590693
## [7883] 10.308828 10.253121 10.308828 10.253121 10.514050 10.253121 10.413908
## [7890] 10.472042 11.067870 10.635721 11.368867 11.368867 11.221721 11.067870
## [7897] 11.221721 10.635721 11.368867 11.420862 11.368867 11.221721 11.221721
## [7904] 11.067870 11.386589 11.368867 11.368867 10.635721 10.635721 11.420862
## [7911] 11.067870 11.368867 11.420862 11.368867 11.386589 8.881193 8.881193
## [7918] 8.881193 8.881193 8.881193 8.881193 8.881193 8.881193 10.150720
## [7925] 9.537577 9.537577 10.150720 10.150720 9.537577 10.150720 9.537577
## [7932] 9.087003 9.135411 9.135411 9.087003 9.087003 9.087003 10.172765
## [7939] 9.892183 10.172765 10.172765 10.172765 10.172765 9.892183 10.172765
## [7946] 10.172765 10.172765 10.172765 10.172765 10.172765 10.172765 10.172765
## [7953] 10.384555 10.384555 10.444491 10.444491 10.444491 10.444491 9.289007
## [7960] 8.812022 9.289007 8.812022 8.812022 8.812022 8.642160 8.642160
## [7967] 9.289007 9.289007 8.642160 8.642160 8.642160 8.642160 9.289007
## [7974] 8.642160 9.289007 8.642160 8.642160 8.642160 8.642160 10.260515
## [7981] 8.642160 8.642160 8.642160 8.642160 10.260515 10.260515 10.260515
## [7988] 8.642160 10.260515 8.642160 8.642160 8.642160 10.260515 8.642160
## [7995] 8.642160 10.260515 8.642160 10.260515 10.260515 10.260515 8.642160
## [8002] 10.260515 8.642160 9.289007 9.289007 9.289007 9.289007 9.289007
## [8009] 9.289007 9.289007 9.289007 9.289007 9.289007 10.260515 10.260515
## [8016] 10.260515 10.260515 10.260515 8.642160 8.642160 10.260515 10.260515
## [8023] 10.260515 8.642160 10.260515 10.260515 10.260515 8.642160 8.551825
## [8030] 8.853005 8.853005 8.551825 8.551825 8.853005 8.551825 8.551825
## [8037] 8.853005 8.551825 8.551825 8.551825 8.551825 8.551825 8.551825
## [8044] 8.551825 8.551825 8.551825 9.862722 8.858235 8.858235 9.862722
## [8051] 8.858235 9.446641 8.858235 8.858235 9.446641 8.858235 8.858235
## [8058] 8.858235 8.858235 9.862722 9.862722 10.155180 10.635721 10.129918
## [8065] 10.635721 10.635721 10.129918 10.635721 10.635721 10.635721 10.129918
## [8072] 10.155180 10.635721 10.129918 10.635721 10.635721 10.635721 10.635721
## [8079] 10.635721 10.155180 10.129918 10.129918 10.635721 10.635721 10.635721
## [8086] 10.776164 10.635721 10.635721 10.635721 10.155180 10.635721 10.635721
## [8093] 10.635721 10.635721 10.635721 10.635721 10.776164 10.155180 10.155180
## [8100] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [8107] 10.155180 10.635721 10.635721 10.635721 10.155180 10.635721 10.635721
## [8114] 10.776164 10.155180 10.776164 10.635721 10.635721 10.635721 10.635721
## [8121] 10.635721 10.635721 10.635721 9.862722 8.642160 9.862722 8.642160
## [8128] 9.862722 8.642160 8.642160 8.642160 8.642160 9.862722 9.862722
## [8135] 8.642160 8.858235 9.446641 10.260515 8.858235 8.858235 9.289007
## [8142] 9.289007 9.289007 9.289007 9.289007 9.289007 10.260515 10.260515
## [8149] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
## [8156] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
## [8163] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
## [8170] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990
## [8177] 10.344990 10.344990 10.344990 10.344990 10.344990 10.344990 9.796210
## [8184] 9.796210 9.796210 9.807021 9.796210 9.807021 9.796210 9.796210
## [8191] 11.608415 10.555880 10.555880 11.608415 11.608415 11.608415 10.555880
## [8198] 10.555880 10.555880 10.555880 11.608415 11.755561 11.608415 11.608415
## [8205] 10.555880 11.608415 11.608415 11.608415 11.755561 10.555880 10.581494
## [8212] 10.555880 10.581494 11.608415 11.608415 11.608415 11.608415 10.555880
## [8219] 11.608415 11.608415 11.608415 10.555880 11.608415 11.608415 11.608415
## [8226] 10.555880 11.608415 11.608415 10.555880 10.555880 11.608415 11.608415
## [8233] 11.608415 11.608415 10.555880 10.555880 10.555880 11.608415 11.608415
## [8240] 11.608415 10.581494 11.608415 11.608415 11.608415 10.555880 11.755561
## [8247] 11.608415 10.638239 10.581494 10.513667 10.513667 10.412186 10.412186
## [8254] 10.412186 10.513667 10.412186 10.513667 10.412186 10.412186 10.412186
## [8261] 10.513667 10.412186 10.412186 10.513667 10.412186 10.513667 10.513667
## [8268] 10.412186 10.412186 10.412186 10.412186 10.513667 10.513667 10.412186
## [8275] 10.513667 10.513667 10.412186 10.513667 10.494362 10.494362 10.513667
## [8282] 10.412186 10.513667 10.412186 10.494362 10.513667 11.987095 11.987095
## [8289] 11.987095 11.954825 11.954825 11.954825 11.954825 10.141261 10.141261
## [8296] 10.141261 9.867513 9.867513 9.867513 9.867513 9.867513 10.072897
## [8303] 10.118705 10.072897 10.118705 10.072897 10.118705 10.072897 10.118705
## [8310] 10.072897 10.072897 10.118705 10.072897 10.118705 10.118705 10.118705
## [8317] 10.118705 10.118705 10.104150 10.118705 10.118705 10.118705 10.104150
## [8324] 10.104150 10.118705 10.344990 10.344990 10.537935 10.537935 10.617597
## [8331] 10.550346 10.550346 10.617597 10.550346 10.617597 11.522701 11.522701
## [8338] 11.522701 10.666364 10.666364 10.666364 10.666364 10.617597 10.617597
## [8345] 10.617597 10.617597 10.617597 10.617597 10.617597 10.617597 10.617597
## [8352] 10.617597 10.666364 10.666364 10.666364 10.666364 10.666364 10.666364
## [8359] 10.666364 10.666364 10.666364 10.666364 9.639761 9.639761 9.639761
## [8366] 9.639761 10.344990 10.344990 10.344990 10.344990 9.807021 9.807021
## [8373] 9.807021 9.087003 9.807021 10.344990 9.796210 9.807021 9.796210
## [8380] 9.807021 9.796210 9.087003 9.807021 9.794398 9.191193 9.705222
## [8387] 9.678067 9.678067 10.172765 9.678067 9.678067 8.880954 8.880954
## [8394] 8.880954 8.880954 8.880954 8.880954 8.880954 8.880954 8.880954
## [8401] 8.880954 8.880954 8.880954 8.880954 8.880954 11.954825 10.232935
## [8408] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [8415] 10.232935 10.232935 10.467467 10.467467 10.467467 10.468460 10.468460
## [8422] 10.468460 10.468460 10.468460 10.467467 10.467467 10.467467 9.839324
## [8429] 9.839324 9.839324 9.839324 9.839324 9.839324 9.839324 9.839324
## [8436] 9.839324 9.839324 9.839324 9.839324 9.839324 9.839324 9.839324
## [8443] 9.839324 9.839324 9.839324 9.839324 9.839324 9.794398 10.491562
## [8450] 10.388814 10.388814 10.496187 10.496187 10.496187 10.496187 10.555880
## [8457] 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880 10.555880
## [8464] 10.617597 10.617597 10.617597 10.617597 10.617597 10.617597 10.912250
## [8471] 10.617597 10.912250 10.617597 10.617597 10.617597 10.755038 10.755038
## [8478] 10.755038 10.755038 10.755038 10.755038 10.716198 10.716198 10.716198
## [8485] 10.118705 9.542893 9.542893 10.118705 9.908674 9.908674 9.908674
## [8492] 9.854467 9.854467 9.854467 9.908674 9.854467 9.908674 9.908674
## [8499] 9.908674 9.854467 9.854467 9.854467 9.854467 9.908674 9.854467
## [8506] 9.908674 9.908674 9.854467 9.515523 10.213836 9.515523 10.213836
## [8513] 9.515523 9.515523 10.191973 9.515523 10.191973 9.515523 9.648774
## [8520] 10.191973 9.648774 9.648774 10.192350 10.460895 10.460895 10.192350
## [8527] 10.192350 10.192350 10.460895 10.460895 10.460895 10.493554 10.493554
## [8534] 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554
## [8541] 10.493554 10.493554 10.493554 10.493554 10.493554 10.635721 10.635721
## [8548] 10.635721 11.221721 11.221721 11.221721 11.221721 11.221721 11.221721
## [8555] 10.776273 11.153729 11.153729 11.153729 9.696327 9.696327 9.196244
## [8562] 9.196244 9.807021 9.669295 9.196244 9.196244 9.669295 9.199551
## [8569] 9.612390 9.612390 9.199551 9.196244 9.196244 10.308876 10.300087
## [8576] 10.300087 10.308876 10.300087 10.308876 10.369647 10.442027 10.440416
## [8583] 10.442027 10.440416 10.428991 10.596069 10.623761 10.623761 10.502573
## [8590] 10.638672 10.617597 10.638672 10.638672 10.666364 10.666364 10.638672
## [8597] 10.707588 10.707588 10.707588 10.707588 10.707588 10.535118 10.718999
## [8604] 10.718999 10.572357 10.718999 10.718999 9.618478 9.618478 9.618478
## [8611] 9.124435 9.124435 9.124435 9.124435 9.124435 9.124435 9.124435
## [8618] 9.124435 9.124435 9.124435 9.124435 9.124435 9.124435 9.124435
## [8625] 9.124435 9.124435 9.124435 8.522985 8.522985 9.009664 9.009664
## [8632] 9.009664 8.522985 9.009664 9.258571 8.853005 9.258571 8.853005
## [8639] 8.853005 9.258571 9.258571 9.258571 8.853005 8.853005 9.258571
## [8646] 8.853005 8.853005 8.853005 8.853005 8.853005 8.853005 8.853005
## [8653] 8.853005 8.853005 8.853005 8.853005 9.103426 8.551825 8.551825
## [8660] 8.858235 9.103426 9.442726 9.103426 9.103426 8.551825 9.442726
## [8667] 8.642160 9.103426 8.642160 8.642160 8.551825 9.103426 8.551825
## [8674] 9.103426 9.103426 9.103426 9.442726 8.858235 9.442726 9.442726
## [8681] 8.642160 8.551825 9.442726 8.858235 8.551825 9.442726 9.442726
## [8688] 8.858235 9.442726 9.442726 8.642160 8.812022 8.812022 9.129973
## [8695] 9.129973 8.812022 9.129973 9.129973 9.129973 8.812022 8.812022
## [8702] 8.812022 8.812022 8.812022 8.812022 9.129973 9.129973 9.129973
## [8709] 8.812022 8.880954 8.880954 9.264747 8.880954 8.880954 8.880954
## [8716] 8.880954 8.880954 9.264747 9.264747 9.264747 8.880954 9.264747
## [8723] 8.880954 8.880954 9.264747 9.264747 9.264747 9.264747 11.522701
## [8730] 11.755561 11.522701 11.755561 11.886833 11.886833 11.987095 11.522701
## [8737] 11.886833 11.522701 11.755561 11.522701 11.987095 11.522701 11.755561
## [8744] 11.886833 11.755561 11.522701 11.522701 11.987095 11.755561 11.854522
## [8751] 11.854522 11.522701 9.584793 9.584793 9.584793 9.584793 9.584793
## [8758] 9.584793 9.584793 10.472362 10.472362 10.472362 10.472362 10.385904
## [8765] 10.385904 9.796330 9.920113 9.135411 9.873689 9.087003 10.344990
## [8772] 10.344990 10.344990 10.624876 10.574770 10.574770 10.624876 10.574770
## [8779] 10.574770 10.624876 10.624876 10.624876 10.574770 10.624876 10.574770
## [8786] 10.574770 10.574770 10.574770 10.624876 10.624876 10.574770 10.574770
## [8793] 10.574770 10.624876 10.344990 10.494681 10.282132 10.494681 10.617597
## [8800] 10.617597 10.203695 10.203695 10.282132 10.203695 10.378410 10.575622
## [8807] 10.344990 10.494681 10.494681 10.344990 10.097581 10.494681 10.097581
## [8814] 10.541105 10.378410 10.494681 10.203695 10.573824 10.573824 10.203292
## [8821] 10.203292 10.203292 10.344990 11.153729 11.153729 11.153729 11.153729
## [8828] 8.951528 9.653568 9.877498 9.463396 9.544689 9.838659 9.617101
## [8835] 9.653568 9.617101 9.463396 9.653568 9.463396 9.838659 11.153729
## [8842] 11.153729 11.153729 11.153729 10.614933 10.523781 10.641548 10.641548
## [8849] 10.097581 10.097581 10.203695 10.203695 11.153729 11.153729 11.389999
## [8856] 11.389999 9.281068 10.282132 10.344990 10.282132 10.344990 9.597516
## [8863] 10.166488 9.264747 9.597516 10.058781 9.597516 9.264747 9.597516
## [8870] 9.264747 9.597516 10.058781 9.597516 8.880954 8.880954 8.880954
## [8877] 8.880954 9.584793 10.325277 9.648774 9.584793 9.584793 10.325277
## [8884] 9.584793 9.648774 9.584793 10.325277 10.325277 10.325277 9.618478
## [8891] 10.256245 9.611888 10.325277 10.486393 10.453990 10.453990 10.486393
## [8898] 10.486393 10.453990 10.453990 10.486393 10.453990 10.486393 10.334250
## [8905] 10.334250 10.334250 10.334250 10.334250 10.486393 10.453990 10.334250
## [8912] 10.260515 10.640460 10.260515 9.264747 10.260515 10.260515 10.260515
## [8919] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
## [8926] 10.640460 10.260515 10.260515 10.640460 10.260515 10.260515 10.260515
## [8933] 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515 10.260515
## [8940] 10.260515 10.260515 10.260515 10.428991 10.428991 10.428991 10.774333
## [8947] 10.755038 10.755038 10.755038 10.755038 10.755038 8.947441 9.646818
## [8954] 8.947441 8.965049 9.646818 8.965049 9.138695 9.439316 9.439316
## [8961] 10.399535 10.254289 10.254289 10.254289 10.254289 10.358412 10.134842
## [8968] 10.254289 10.254289 10.134842 10.333696 10.254289 9.537577 10.254289
## [8975] 10.254289 10.333696 10.254289 10.134842 9.537577 10.254289 10.424711
## [8982] 10.377996 10.377996 10.260068 10.377996 10.377996 10.377996 10.260068
## [8989] 10.377996 10.424711 10.260068 10.377996 10.377996 10.424711 10.377996
## [8996] 9.797573 9.810726 9.797573 9.825691 9.797573 9.797573 9.797573
## [9003] 9.797573 9.825691 9.797573 9.810726 9.797573 9.831860 9.831860
## [9010] 9.825691 9.831860 9.831860 10.072897 8.947685 8.947685 9.442726
## [9017] 9.442726 9.542893 9.542893 9.375236 9.375236 10.635721 10.635721
## [9024] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [9031] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [9038] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [9045] 10.635721 10.635721 10.635721 10.635721 10.577925 10.994411 10.994411
## [9052] 10.577925 10.562886 9.327450 9.355916 9.045868 9.327450 9.327450
## [9059] 9.327450 9.355916 9.045868 9.045868 9.355916 9.355916 9.327450
## [9066] 9.327450 9.436936 9.436936 9.436936 9.436936 9.034494 9.436691
## [9073] 9.436691 9.034494 10.947576 10.947576 10.947576 10.947576 10.947576
## [9080] 10.947576 11.024096 11.024096 11.024096 11.024096 11.024096 9.463396
## [9087] 8.880954 8.880954 8.880954 8.880954 9.463396 8.880954 9.463396
## [9094] 8.880954 9.463396 8.880954 9.463396 8.880954 8.880954 9.350848
## [9101] 9.350848 9.463396 9.463396 8.880954 9.350848 8.880954 9.463396
## [9108] 9.463396 10.285791 10.285791 10.285791 10.467467 10.467467 10.467467
## [9115] 10.467467 10.285791 10.285791 10.467467 10.467467 10.467467 10.467467
## [9122] 10.467467 10.467467 10.467467 10.467467 10.285791 10.467467 10.467467
## [9129] 10.467467 10.285791 10.467467 10.467467 10.285791 10.467467 10.467467
## [9136] 10.285791 10.467467 10.285791 10.467467 10.467467 10.467467 10.467467
## [9143] 10.546015 10.546015 10.442285 10.442285 10.546015 10.442285 10.546015
## [9150] 10.546015 10.546015 10.546015 10.546015 10.546015 10.546015 10.546015
## [9157] 10.442285 10.546015 10.442285 10.730637 10.730637 10.260515 10.260515
## [9164] 10.640460 10.260515 10.166488 10.118623 10.730637 9.597516 10.260515
## [9171] 10.730637 10.118623 10.166488 10.260515 10.730637 10.118623 10.118623
## [9178] 10.730637 10.058781 10.260515 10.118623 10.730637 10.730637 10.166488
## [9185] 10.118623 10.730637 10.260515 10.118623 10.118623 10.260515 10.730637
## [9192] 10.260515 10.260515 10.118623 10.166488 10.118623 10.118623 10.730637
## [9199] 10.730637 10.640460 10.730637 10.118623 10.118623 10.118623 10.118623
## [9206] 10.654785 10.260515 10.907573 10.907573 10.907573 10.907573 10.907573
## [9213] 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573
## [9220] 11.425942 10.514050 11.425942 10.542844 10.514050 10.514050 11.425942
## [9227] 10.514050 10.542844 11.425942 11.425942 10.514050 10.542844 10.542844
## [9234] 10.542844 10.542844 10.542844 10.514050 10.514050 10.542844 10.514050
## [9241] 11.425942 11.425942 10.542844 11.425942 10.514050 10.514050 11.425942
## [9248] 11.425942 10.542844 11.425942 10.542844 11.425942 10.542844 11.425942
## [9255] 11.425942 10.542844 10.542844 10.514050 11.425942 11.425942 10.514050
## [9262] 10.514050 11.425942 10.542844 10.542844 10.542844 11.425942 11.425942
## [9269] 11.425942 10.542844 10.514050 11.425942 10.514050 11.425942 10.514050
## [9276] 10.514050 10.514050 11.425942 11.425942 11.425942 11.425942 11.425942
## [9283] 10.542844 10.542844 11.425942 10.514050 11.425942 10.514050 11.425942
## [9290] 11.425942 10.514050 10.514050 11.425942 10.542844 11.425942 10.542844
## [9297] 11.257893 10.514050 10.542844 10.542844 10.542844 10.514050 11.425942
## [9304] 11.257893 11.425942 10.514050 11.425942 10.514050 10.542844 10.260515
## [9311] 10.193905 10.193905 10.260515 10.260515 10.193905 10.260515 9.813991
## [9318] 9.289007 9.289007 9.813991 9.129973 9.705222 9.678067 9.705222
## [9325] 9.678067 9.678067 9.678067 9.678067 9.705222 9.678067 9.705222
## [9332] 9.705222 9.705222 9.678067 9.678067 9.678067 10.663392 10.663392
## [9339] 10.133805 10.308693 10.759992 10.759992 10.133805 10.133805 9.103426
## [9346] 10.759992 10.218516 10.218516 10.218516 9.103426 9.103426 10.133805
## [9353] 10.133805 9.103426 10.308693 10.759992 10.308693 10.759992 10.308693
## [9360] 10.218516 10.759992 9.103426 10.640385 10.133805 9.103426 10.133805
## [9367] 10.133805 10.759992 10.308693 9.103426 10.218516 10.759992 10.759992
## [9374] 10.759992 10.759992 10.759992 10.635721 9.103426 10.640385 10.133805
## [9381] 9.103426 10.218516 10.133805 10.133805 10.218516 10.759992 11.112503
## [9388] 11.112503 11.112503 11.112503 11.112503 11.112503 11.112503 11.112503
## [9395] 11.112503 11.112503 11.112503 11.112503 10.891325 10.334250 10.485436
## [9402] 10.891325 10.334250 10.334250 10.485436 10.334250 10.334250 11.293370
## [9409] 11.293370 10.891325 10.334250 10.334250 10.334250 10.334250 10.485436
## [9416] 11.293370 10.485436 10.891325 10.891325 10.334250 10.485436 10.334250
## [9423] 10.485436 10.334250 10.334250 10.485436 10.891325 10.485436 10.891325
## [9430] 10.334250 10.334250 11.293370 11.293370 11.293370 10.891325 11.293370
## [9437] 10.485436 10.485436 10.485436 10.485436 10.334250 10.485436 10.334250
## [9444] 10.485436 11.293370 10.485436 10.485436 10.485436 10.334250 10.485436
## [9451] 10.485436 10.334250 10.334250 10.485436 11.293370 10.334250 10.485436
## [9458] 10.334250 10.485436 10.334250 10.334250 11.293370 10.485436 10.891325
## [9465] 10.891325 10.891325 10.485436 10.891325 10.334250 10.891325 10.485436
## [9472] 10.334250 10.485436 11.293370 10.334250 11.293370 10.485436 10.334250
## [9479] 11.293370 10.334250 10.891325 10.891325 10.334250 10.334250 11.293370
## [9486] 11.293370 10.485436 10.334250 10.891325 10.334250 10.334250 10.891325
## [9493] 10.891325 10.891325 10.334250 10.891325 10.334250 11.293370 10.485436
## [9500] 10.485436 10.485436 10.485436 10.334250 10.485436 10.485436 11.293370
## [9507] 10.485436 10.485436 10.891325 10.334250 10.334250 10.891325 10.776164
## [9514] 10.334250 10.334250 10.776164 10.776164 10.334250 10.334250 10.334250
## [9521] 10.485436 10.891325 10.891325 10.334250 10.891325 10.485436 10.485436
## [9528] 10.485436 10.776164 10.891325 11.293370 10.891325 10.891325 10.485436
## [9535] 10.891325 10.485436 11.293370 10.334250 10.334250 10.334250 10.776164
## [9542] 10.334250 10.334250 10.891325 10.776164 10.334250 10.334250 10.485436
## [9549] 10.891325 10.485436 10.334250 10.334250 10.485436 10.418372 8.926012
## [9556] 8.926012 8.926012 9.096492 9.096492 8.926012 8.926012 10.620809
## [9563] 11.522701 11.854522 11.522701 10.620809 11.854522 11.522701 11.522701
## [9570] 11.522701 11.854522 10.620809 10.572042 10.306902 10.617597 11.443925
## [9577] 10.248926 10.248926 10.617597 11.443925 10.617597 10.306902 11.522701
## [9584] 11.701134 11.823552 11.823552 11.755561 11.755561 11.755561 11.755561
## [9591] 11.755561 11.755561 11.755561 11.755561 11.755561 11.755561 9.597516
## [9598] 9.597516 10.143250 10.143250 9.463396 9.807021 9.463396 9.807021
## [9605] 9.807021 9.463396 9.463396 9.807021 9.463396 9.807021 10.022304
## [9612] 10.022304 10.141261 10.141261 10.141261 10.141261 9.985528 9.985528
## [9619] 10.166053 10.166053 10.326117 10.166053 10.166053 10.166053 10.285461
## [9626] 9.919893 10.285461 10.326117 9.919893 10.166053 9.839324 10.326117
## [9633] 9.992742 9.992742 9.919893 9.992742 10.285461 10.326117 9.839324
## [9640] 9.992742 9.919893 9.839324 9.992742 9.992742 9.992742 10.285461
## [9647] 9.992742 9.839324 9.992742 9.992742 10.285461 10.285461 9.992742
## [9654] 9.992742 9.918970 9.943620 9.918970 9.914596 9.943620 9.825691
## [9661] 9.914596 9.918970 9.918970 9.839324 9.933009 9.825691 9.839324
## [9668] 9.933009 9.825691 9.825691 9.825691 9.933009 9.936074 9.936074
## [9675] 9.839324 9.825691 9.839324 9.933009 9.943620 9.825691 9.936074
## [9682] 9.825691 9.936074 9.943620 9.936074 9.839324 9.943620 9.936074
## [9689] 9.936074 9.839324 9.914596 9.914596 9.914596 9.943620 10.058781
## [9696] 9.350848 9.597516 9.055164 9.350848 9.597516 9.055164 9.055164
## [9703] 9.597516 9.350848 9.350848 9.597516 9.597516 9.350848 9.055164
## [9710] 9.597516 9.055164 9.350848 10.453990 9.562213 10.453990 10.453990
## [9717] 10.453990 10.453990 10.453990 9.584793 10.453990 10.453990 10.462368
## [9724] 9.611888 10.462368 10.462368 10.334250 9.584793 10.118705 10.334250
## [9731] 10.462368 10.118705 10.462368 10.238716 10.462368 10.238716 9.584793
## [9738] 9.611888 10.453990 10.453990 10.334250 10.238716 10.453990 10.334250
## [9745] 10.453990 10.453990 10.118705 10.453990 10.118705 9.584793 10.141261
## [9752] 10.141261 10.141261 10.141261 10.141261 10.035524 10.131847 10.131847
## [9759] 10.035524 10.035524 10.035524 10.131847 10.131847 10.035524 10.035524
## [9766] 10.035524 10.035524 10.141261 10.141261 10.141261 10.141261 10.141261
## [9773] 10.141261 9.916283 9.869936 9.916283 9.916283 9.869936 9.869936
## [9780] 9.810726 9.869936 9.869936 9.869936 9.810726 9.810726 9.829098
## [9787] 9.829098 9.916283 9.916283 9.829098 9.916283 10.136069 10.136069
## [9794] 9.940593 10.136069 10.136069 9.940593 9.940593 9.930831 9.930831
## [9801] 10.136069 10.136069 10.136069 9.930831 9.930831 10.136069 10.136069
## [9808] 10.136069 9.930831 10.136069 9.930831 10.136069 9.930831 9.930831
## [9815] 9.436936 9.034494 9.045868 9.034494 10.118705 10.238716 10.118705
## [9822] 9.584793 9.584793 10.118705 9.711236 10.118705 10.238716 9.584793
## [9829] 9.611888 10.325277 10.118705 9.584793 10.118705 9.611888 9.289007
## [9836] 9.289007 9.289007 9.289007 8.529261 8.529261 8.529261 10.821751
## [9843] 10.821751 10.821751 10.821751 10.821751 10.821751 10.574770 10.574770
## [9850] 10.574770 10.574770 10.574770 10.574770 11.822252 11.822252 11.822252
## [9857] 11.822252 10.334250 10.334250 10.453990 10.453990 10.453990 10.334250
## [9864] 10.453990 10.453990 10.334250 10.453990 10.334250 10.453990 10.334250
## [9871] 10.453990 10.453990 10.334250 10.334250 10.453990 10.334250 10.453990
## [9878] 10.453990 10.813542 10.813542 10.813542 10.640385 10.635721 10.635721
## [9885] 9.045868 9.045868 9.045868 9.045868 9.045868 9.045868 9.045868
## [9892] 10.312375 10.172200 10.172200 9.267318 10.172200 10.312375 9.267318
## [9899] 10.172200 9.267318 10.312375 10.191973 10.191973 10.191973 10.191973
## [9906] 10.191973 9.542618 10.191973 10.170325 10.118705 9.045868 10.191973
## [9913] 10.191973 10.191973 9.045868 10.118705 10.191973 9.542618 10.776164
## [9920] 10.813542 10.813542 10.891325 10.486393 10.594604 10.891325 10.594604
## [9927] 10.594604 10.891325 10.594604 10.594604 10.594604 11.293370 11.293370
## [9934] 10.891325 10.891325 10.891325 11.293370 11.293370 10.891325 11.293370
## [9941] 10.891325 11.293370 10.891325 10.891325 11.293370 10.891325 10.891325
## [9948] 11.293370 11.293370 9.834741 9.914184 9.834741 9.834741 9.834741
## [9955] 9.834741 8.616613 9.096492 8.616613 8.616613 8.616613 8.616613
## [9962] 8.616613 8.616613 8.616613 8.616613 9.096492 8.616613 8.616613
## [9969] 8.616613 9.096492 8.411299 8.922706 8.922706 8.411299 8.922706
## [9976] 8.922706 8.411299 8.922706 8.411299 8.922706 8.880954 8.880954
## [9983] 8.965049 8.965049 8.514475 9.657268 9.657268 9.612390 9.612390
## [9990] 11.084292 11.084292 11.886833 10.312375 10.164293 10.312375 10.164293
## [9997] 10.230804 10.312375 10.428991 10.428991 10.428991 10.428991 10.300087
## [10004] 10.300087 10.300087 10.300087 9.585514 9.542441 9.542441 8.604184
## [10011] 8.604184 9.542441 9.542441 9.196244 9.196244 9.700548 9.196244
## [10018] 9.700548 9.669295 9.700548 9.196244 9.657268 9.700548 9.657268
## [10025] 9.700548 9.196244 9.196244 9.196244 9.196244 9.196244 9.700548
## [10032] 10.161170 10.161170 9.657268 9.700548 9.657268 9.196244 9.196244
## [10039] 9.196244 9.196244 9.196244 10.161170 9.700548 9.700548 9.196244
## [10046] 9.657268 10.308828 9.103426 8.642160 9.103426 9.045868 8.642160
## [10053] 8.642160 9.103426 9.045868 8.642160 9.103426 9.045868 9.103426
## [10060] 8.642160 8.642160 9.103426 10.249398 9.045868 9.045868 9.045868
## [10067] 10.249398 9.045868 9.045868 10.232935 10.230804 10.230804 10.249398
## [10074] 10.232935 10.249398 10.232935 9.045868 10.230804 9.045868 9.045868
## [10081] 10.280094 9.045868 10.280094 10.280094 10.280094 10.424711 10.280094
## [10088] 9.045868 10.205227 10.205227 10.280094 10.424711 10.280094 10.424711
## [10095] 10.280094 10.424711 10.424711 9.045868 10.424711 9.045868 10.262700
## [10102] 10.424711 10.280094 10.424711 9.045868 9.045868 10.280094 10.280094
## [10109] 10.205227 10.205227 9.045868 10.424711 10.280094 10.280094 10.280094
## [10116] 9.045868 10.280094 10.280094 10.280094 9.045868 10.424711 10.424711
## [10123] 10.205227 9.045868 10.424711 10.280094 9.045868 10.280094 10.424711
## [10130] 10.424711 9.045868 10.262700 9.045868 10.280094 10.424711 10.280094
## [10137] 10.280094 10.424711 10.424711 11.112503 11.112503 11.112503 11.112503
## [10144] 11.112503 11.112503 10.260515 10.260515 10.891325 11.293370 10.891325
## [10151] 11.293370 11.293370 10.891325 10.891325 11.293370 10.891325 11.293370
## [10158] 10.891325 11.293370 10.891325 10.891325 11.293370 11.293370 11.293370
## [10165] 10.891325 10.507098 10.507098 10.494362 10.494362 10.507098 10.494362
## [10172] 10.538642 10.507098 10.507098 10.538642 10.507098 10.538642 10.579457
## [10179] 10.579457 10.721126 10.588787 10.588787 10.579457 10.588787 10.588787
## [10186] 10.588787 10.538642 10.721126 10.538642 10.588787 10.588787 10.721126
## [10193] 10.538642 10.538642 10.588787 9.009664 9.560581 9.009664 10.227842
## [10200] 10.227842 10.227842 10.227842 10.227842 10.227842 10.227842 10.227842
## [10207] 10.227842 10.227842 10.227842 10.227842 10.227842 10.227842 10.513667
## [10214] 10.513667 9.907402 10.513667 9.907402 10.513667 10.513667 10.513667
## [10221] 10.513667 10.513667 10.513667 9.796926 9.796926 9.841347 9.788405
## [10228] 9.788405 9.788405 9.796926 10.245107 9.495234 10.245107 10.245107
## [10235] 9.495234 10.245107 9.495234 10.245107 9.495234 10.245107 9.495234
## [10242] 10.245107 10.245107 10.245107 9.495234 10.245107 9.495234 10.245107
## [10249] 9.495234 9.495234 9.601716 9.700146 9.601716 9.700146 9.700146
## [10256] 9.601716 9.700146 9.700146 9.601716 10.172765 10.253316 10.253316
## [10263] 10.172765 10.172765 10.253316 10.253316 10.453452 10.453452 10.453452
## [10270] 10.456466 10.456466 10.456466 10.456466 10.456466 10.456466 10.456466
## [10277] 10.456466 9.375236 9.218672 9.004249 9.455809 9.218672 9.218672
## [10284] 9.218672 9.004249 9.218672 9.375236 9.218672 9.825810 9.218672
## [10291] 9.375236 9.218672 9.218672 9.218672 9.825810 9.218672 10.163488
## [10298] 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488
## [10305] 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488 10.163488
## [10312] 10.163488 10.163488 10.163488 10.088133 10.088133 10.088133 10.088133
## [10319] 10.088133 10.088133 10.088133 10.088133 10.635721 10.635721 10.635721
## [10326] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10333] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10340] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10347] 10.635721 10.635721 10.813542 10.813542 10.813542 10.776164 10.813542
## [10354] 10.813542 10.813542 10.813542 10.813542 10.550346 10.617597 10.550346
## [10361] 10.550346 10.617597 10.591369 10.617597 10.617597 10.550346 10.550346
## [10368] 10.591369 10.617597 10.550346 10.617597 10.617597 10.617597 10.617597
## [10375] 10.591369 10.550346 10.617597 10.550346 10.550346 10.617597 10.617597
## [10382] 10.203695 10.617597 10.617597 10.617597 10.203695 10.617597 10.617597
## [10389] 10.617597 10.617597 10.203695 10.617597 10.617597 10.203695 10.617597
## [10396] 10.203695 10.617597 10.203695 10.617597 10.617597 10.617597 9.678067
## [10403] 9.678067 9.678067 9.678067 9.678067 9.678067 9.678067 9.678067
## [10410] 10.491562 9.678067 9.678067 10.491562 9.678067 9.678067 10.491562
## [10417] 10.510857 10.635721 10.373985 10.759992 10.263978 10.373985 10.635721
## [10424] 10.614933 10.614933 10.465862 10.465862 10.465862 10.465862 10.547930
## [10431] 10.614933 10.465862 10.465862 10.614933 10.465862 10.614933 10.465862
## [10438] 10.614933 10.465862 10.465862 10.465862 10.493554 10.493554 10.493554
## [10445] 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554
## [10452] 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554 10.493554
## [10459] 10.703163 10.703163 10.703163 10.703163 10.703163 10.703163 10.703163
## [10466] 10.703163 8.540451 9.034494 8.540451 8.522985 8.540451 8.522985
## [10473] 9.034494 8.522985 8.853005 8.853005 8.540451 9.034494 9.034494
## [10480] 8.540451 8.853005 8.540451 9.103426 9.103426 9.103426 9.103426
## [10487] 9.103426 10.267702 10.267702 10.273286 10.273286 10.185344 10.273286
## [10494] 10.185344 10.273286 10.254691 10.254691 10.254691 10.254691 10.254691
## [10501] 10.635721 10.635721 10.254691 10.635721 10.635721 10.254691 10.254691
## [10508] 10.254691 10.254691 10.254691 10.254691 10.254691 10.254691 10.635721
## [10515] 10.254691 10.635721 10.635721 10.254691 10.635721 10.254691 10.254691
## [10522] 10.254691 10.254691 10.635721 10.254691 10.254691 10.635721 10.254691
## [10529] 10.254691 9.678067 9.678067 9.678067 9.678067 9.678067 9.678067
## [10536] 9.678067 10.513667 10.582237 10.513667 10.582237 10.513667 10.582237
## [10543] 10.582237 10.582237 10.513667 10.513667 10.513667 10.582237 10.582237
## [10550] 10.513667 10.582237 10.582237 10.513667 10.513667 10.513667 10.513667
## [10557] 10.582237 10.513667 10.582237 10.513667 10.582237 10.513667 10.582237
## [10564] 10.582237 10.582237 10.582237 10.513667 10.502785 10.502785 10.513667
## [10571] 10.502785 10.502785 10.513667 10.502785 10.502785 10.502785 10.513667
## [10578] 10.513667 10.513667 10.502785 10.513667 10.513667 10.595215 10.595215
## [10585] 10.595215 10.595215 10.595215 10.737844 10.737844 10.595215 10.595215
## [10592] 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10599] 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10606] 10.595215 10.595215 10.595215 10.595215 10.737844 10.595215 10.595215
## [10613] 10.737844 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10620] 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215 10.595215
## [10627] 10.595215 10.595215 10.239304 10.485436 10.239304 10.239304 10.485436
## [10634] 10.239304 10.485436 10.485436 10.239304 10.239304 10.239304 10.239304
## [10641] 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304
## [10648] 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304 10.239304
## [10655] 9.880862 10.119869 10.119869 9.880862 10.119869 9.880862 9.880862
## [10662] 10.119869 10.119869 10.119869 9.880862 10.119869 9.880862 9.880862
## [10669] 10.119869 9.880862 10.150720 9.943620 10.150720 9.943620 10.150720
## [10676] 9.943620 10.444491 10.444491 10.444491 10.444491 10.444491 9.414870
## [10683] 9.612390 9.612390 9.414870 9.496305 9.496305 10.120513 10.120513
## [10690] 9.463396 9.495234 10.530265 9.434136 10.491690 9.463396 9.463396
## [10697] 10.491690 9.434136 9.434136 10.530265 10.530265 10.491690 9.463396
## [10704] 9.463396 9.495234 9.495234 9.495234 9.495234 10.502573 10.491690
## [10711] 9.463396 9.495234 9.463396 9.495234 10.491690 9.495234 9.463396
## [10718] 10.307617 9.463396 10.502573 9.865561 10.166488 9.129973 10.172765
## [10725] 9.129973 9.129973 9.597516 9.597516 9.129973 9.129973 9.395667
## [10732] 10.173213 9.129973 9.395667 9.597516 9.045868 9.103426 9.045868
## [10739] 9.045868 9.103426 8.551825 8.642160 8.642160 8.551825 9.045868
## [10746] 9.045868 8.001759 8.001759 8.001759 9.045868 9.045868 8.001759
## [10753] 9.045868 8.001759 9.045868 8.001759 9.045868 9.045868 10.307617
## [10760] 10.307617 10.307617 10.307617 10.307617 10.307617 10.307617 10.617597
## [10767] 10.617597 10.307617 10.307617 9.807021 10.307617 10.307617 9.807021
## [10774] 10.307617 10.617597 9.807021 10.307617 10.617597 10.307617 10.307617
## [10781] 10.574770 10.574770 10.282997 10.282997 10.282997 10.282997 10.282997
## [10788] 10.282997 10.439894 10.439894 10.385904 10.385904 10.118705 10.128564
## [10795] 9.573420 10.118705 9.573420 9.542618 9.573420 9.573420 10.129251
## [10802] 10.119869 10.191376 9.542618 10.128564 10.128564 10.191376 10.183067
## [10809] 10.150720 9.542618 10.191376 10.191376 10.128564 10.128564 10.148783
## [10816] 10.191376 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10823] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10830] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10837] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10844] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10851] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10858] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10865] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10872] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10879] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10886] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10893] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10900] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10907] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10914] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10921] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10928] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10935] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10942] 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721 10.635721
## [10949] 10.635721 10.635721 10.635721 10.308828 10.308828 9.267318 9.267318
## [10956] 9.267318 9.267318 9.267318 9.267318 9.267318 9.267318 9.103426
## [10963] 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832
## [10970] 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832 10.258832
## [10977] 11.954825 11.167743 11.954825 11.954825 11.987095 11.987095 11.987095
## [10984] 11.954825 11.954825 11.954825 11.954825 11.954825 11.954825 9.865561
## [10991] 9.865561 9.865561 9.865561 9.135411 9.796330 9.741529 9.135411
## [10998] 10.344990 10.344990 10.541105 10.541105 10.541105 10.541105 10.344990
## [11005] 10.617597 10.494681 10.203695 10.617597 10.494681 10.203695 10.344990
## [11012] 10.494681 10.575622 10.494681 10.344990 10.344990 10.344990 10.573824
## [11019] 10.573824 10.344990 10.494681 10.344990 10.203292 10.203292 10.203292
## [11026] 10.413908 10.413908 10.333696 10.333696 11.590693 11.590693 11.590693
## [11033] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11040] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11047] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11054] 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693 11.590693
## [11061] 10.010544 10.010544 10.010544 9.281068 8.542748 8.542748 8.542748
## [11068] 9.021480 9.021480 9.021480 9.021480 9.021480 9.021480 9.021480
## [11075] 9.021480 10.172765 9.129973 9.129973 10.172765 9.289007 9.129973
## [11082] 9.129973 8.812022 9.129973 9.129973 9.129973 8.551825 8.551825
## [11089] 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095 11.987095
## [11096] 11.987095 9.021480 9.055164 10.188093 10.087996 10.087996 9.825691
## [11103] 9.825691 9.839324 9.825691 10.087996 10.188093 9.839324 9.839324
## [11110] 10.188093 9.839324 9.839324 9.825691 10.087996 10.087996 9.839324
## [11117] 9.825691 10.148783 10.148783 9.839324 9.825691 10.129251 10.148783
## [11124] 10.129251 10.148783 9.258571 9.258571 10.123607 10.123607 10.123607
## [11131] 9.258571 10.123607 10.123607 10.123607 10.123607 10.123607 10.123607
## [11138] 10.123607 9.258571 10.123607 10.123607 10.123607 10.123607 10.123607
## [11145] 10.123607 10.123607 10.123607 9.584793 10.424711 10.424711 10.467467
## [11152] 10.467467 10.467467 9.584793 9.584793 10.424711 9.584793 10.467467
## [11159] 10.424711 9.584793 10.467467 10.424711 10.424711 9.584793 10.467467
## [11166] 9.584793 9.584793 10.424711 9.584793 10.424711 9.584793 9.584793
## [11173] 10.467467 9.584793 10.205227 10.260068 10.260068 10.205227 10.260068
## [11180] 10.260068 10.205227 10.205227 10.205227 10.205227 10.260068 10.260068
## [11187] 9.196244 10.344990 9.196244 9.196244 9.196244 9.196244 9.196244
## [11194] 9.196244 9.196244 9.196244 10.344990 9.196244 9.196244 9.196244
## [11201] 9.096492 9.096492 9.096492 9.096492 9.096492 9.096492 9.096492
## [11208] 9.096492 9.096492 9.810726 9.810726 9.810726 9.810726 9.810726
## [11215] 9.825691 9.810726 9.810726 9.825691 9.810726 9.810726 9.810726
## [11222] 9.841347 9.841347 9.841347 9.841347 9.810726 9.810726 9.810726
## [11229] 9.825691 9.810726 9.825691 9.810726 9.825691 9.810726 9.810726
## [11236] 9.825691 9.841347 9.825691 9.841347 9.841347 11.886833 11.886833
## [11243] 11.886833 9.108488 9.108488 8.926012 8.926012 9.395667 9.395667
## [11250] 9.108488 8.926012 8.926012 8.588116 8.588116 8.588116 8.588116
## [11257] 8.588116 8.588116 11.822252 11.822252 11.822252 11.822252 11.822252
## [11264] 11.822252 11.822252 11.822252 11.822252 11.822252 11.822252 11.822252
## [11271] 11.822252 11.822252 11.954825 9.463396 9.463396 9.463396 9.463396
## [11278] 9.463396 9.463396 9.463396 9.463396 9.463396 9.463396 9.463396
## [11285] 9.463396 9.129973 9.129973 9.129973 9.129973 9.073831 8.540451
## [11292] 9.073831 9.055164 8.540451 10.058130 9.055164 9.639761 9.639761
## [11299] 9.129973 9.129973 9.055164 9.628336 9.055164 10.494362 10.494362
## [11306] 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362
## [11313] 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362 10.494362
## [11320] 10.494362 10.494362 10.494362 10.494362 10.494362 11.987095 11.987095
## [11327] 11.987095 10.438422 10.264179 10.438422 10.438422 10.335136 10.264179
## [11334] 10.335136 10.335136 10.438422 10.438422 10.345947 10.438422 10.345947
## [11341] 10.438422 9.618478 9.618478 10.345947 10.438422 10.345947 9.618478
## [11348] 10.438422 10.345947 9.618478 10.345947 10.438422 8.880954 8.880954
## [11355] 8.880954 8.880954 8.880954 8.880954 8.880954 10.359017 10.519467
## [11362] 10.598519 10.359017 10.359017 10.359017 10.598519 10.464161 10.216981
## [11369] 10.464161 10.464161 10.598519 10.464161 10.216981 10.216981 10.598519
## [11376] 10.464161 10.464161 10.464161 10.598519 10.573560 10.464161 10.598519
## [11383] 10.639411 10.464161 11.169652 11.169652 11.169652 10.647773 10.598519
## [11390] 10.598519 11.083938 10.548414 11.083938 10.647773 10.548414 10.548414
## [11397] 10.548414 10.647773 11.083938 11.169652 11.169652 11.169652 10.598519
## [11404] 11.083938 10.598519 10.548414 10.548414 11.083938 10.548414 11.083938
## [11411] 10.548414 9.108488 9.108488 9.600658 9.108488 9.600658 9.108488
## [11418] 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234 9.495234
## [11425] 9.495234 9.495234 9.495234 10.530533 10.470614 10.344990 10.470614
## [11432] 10.470614 10.470614 10.344990 10.344990 10.470614 10.470614 10.344990
## [11439] 10.460895 10.344990 10.344990 10.344990 10.530533 10.344990 10.344990
## [11446] 10.530533 10.460895 10.460895 10.344990 10.344990 10.530533 10.470614
## [11453] 10.510617 10.344990 10.510617 10.344990 10.510617 10.530533 10.344990
## [11460] 10.460895 10.335136 9.907412 9.907412 10.470614 10.470614 10.496241
## [11467] 10.470614 10.344990 10.344990 10.496241 10.470614 9.907412 10.496241
## [11474] 10.496241 10.335136 10.344990 10.344990 10.335136 10.335136 10.335136
## [11481] 10.344990 10.460895 10.470614 10.470614 10.460895 10.344990 10.470614
## [11488] 10.460895 10.344990 10.344990 9.907412 9.907412 10.344990 9.907412
## [11495] 9.907412 10.344990 10.344990 9.907412 10.344990 10.413908 10.413908
## [11502] 10.345947 10.436098 10.325277 10.436098 10.436098 10.325277 10.436098
## [11509] 10.345947 10.345947 10.325277 10.325277 10.436098 10.436098 10.325277
## [11516] 10.436098 9.593990 9.650032 9.650032 9.650032 9.650032 9.650032
## [11523] 9.650032 9.650032 9.650032 9.650032 9.650032 10.123607 10.123607
## [11530] 9.004249 9.004249 9.004249 9.004249 10.123607 10.123607 10.166488
## [11537] 9.264747 9.264747 10.166488 10.166488 9.264747 9.264747 9.264747
## [11544] 9.264747 10.166488 9.264747 9.264747 9.264747 10.166488 9.264747
## [11551] 9.264747 10.166488 9.264747 10.166488 10.166488 10.166488 9.264747
## [11558] 10.166488 9.264747 9.264747 9.264747 10.166488 10.166488 10.166488
## [11565] 10.500886 10.444491 10.500886 10.444491 10.500886 10.444491 10.444491
## [11572] 10.444491 10.444491 10.500886 10.444491 10.444491 10.500886 10.444491
## [11579] 10.500886 10.500886 10.500886 10.500886 10.462776 10.462776 10.462776
## [11586] 10.500886 10.500886 10.500886 10.500886 10.500886 10.500886 10.462776
## [11593] 10.462776 10.500886 10.462776 10.491690 10.491562 10.491690 10.491562
## [11600] 10.491690 10.491690 10.491562 10.491562 10.813542 10.852899 10.852899
## [11607] 11.458121 10.891325 10.891325 10.891325 10.891325 10.891325 10.891325
## [11614] 10.527285 10.608734 10.608734 10.527285 10.608734 10.527285 10.232935
## [11621] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [11628] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935
## [11635] 10.232935 10.232935 10.232935 10.232935 10.232935 10.232935 10.486393
## [11642] 10.594604 10.594604 10.929241 10.486393 10.486393 10.594604 10.929241
## [11649] 10.594604 10.594604 10.594604 10.594604 10.486393 10.929241 10.486393
## [11656] 10.929241 10.594604 10.486393 10.594604 10.486393 10.594604 10.486393
## [11663] 10.486393 10.929241 10.594604 10.594604 8.411299 9.015484 9.616652
## [11670] 9.646818 10.161170 10.161170 9.600658 9.600658 10.161170 10.161170
## [11677] 9.646818 10.178663 9.496305 9.496305 9.722567 9.722567 10.178663
## [11684] 9.797573 9.869936 9.841347 9.841347 9.841347 9.841347 9.841347
## [11691] 9.841347 9.841347 9.841347 9.841347 9.841347 9.841347 9.841347
## [11698] 9.841347 9.841347 9.841347 9.841347 9.841347 9.841347 9.841347
## [11705] 9.914184 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573
## [11712] 10.907573 10.907573 10.907573 10.907573 10.907573 10.907573 11.425942
## [11719] 11.425942 11.425942 11.590693 11.590693 11.425942 11.425942 11.425942
## [11726] 11.425942 11.590693 11.425942 11.590693 11.425942 11.590693 11.590693
## [11733] 11.425942 11.425942 11.425942 11.425942 11.425942 11.425942 11.425942
## [11740] 11.590693 11.590693 11.590693 11.425942 11.590693 11.425942 11.425942
## [11747] 11.425942 11.590693 11.425942 11.425942 11.590693 11.425942 11.425942
## [11754] 9.317112 9.317112 9.317112 9.394140 9.317112 9.394140 9.394140
## [11761] 9.317112 9.394140 10.737844 10.737844 10.700818 10.700818 10.359017
## [11768] 10.598519 10.578644 10.359017 10.548414 10.578644 10.548414 10.359017
## [11775] 10.578644 10.776273 10.776273 10.776273 10.515482 10.515482 10.515482
## [11782] 10.515482 10.515482 10.515482 10.515482 9.794398plot(knn_fit)
plot(knn_fit, print.thres = 0.5, type="S")
set.seed(400)
ctrl <- trainControl(method="repeatedcv",repeats = 3) #,classProbs=TRUE,summaryFunction = twoClassSummary)
# Random forrest
rfFit <- train(MSRP ~ ., data = train[,c(5,6,13,14,15,16)], method = "rf", trControl = ctrl, preProcess = c("center","scale"), tuneLength = 20)## note: only 4 unique complexity parameters in default grid. Truncating the grid to 4 .rfFit## Random Forest
##
## 128 samples
## 5 predictor
##
## Pre-processing: centered (5), scaled (5)
## Resampling: Cross-Validated (10 fold, repeated 3 times)
## Summary of sample sizes: 116, 116, 115, 114, 116, 114, ...
## Resampling results across tuning parameters:
##
## mtry RMSE Rsquared MAE
## 2 0.6980408 0.6075661 0.4564379
## 3 0.6995499 0.6024112 0.4515236
## 4 0.6990107 0.5987238 0.4470518
## 5 0.7019666 0.5960065 0.4477025
##
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was mtry = 2.plot(rfFit)
set.seed(123)
train_indices <- sample(1:nrow(carData), nrow(carData)*0.7)
train_data <- carData[train_indices, ]
test_data <- carData[-train_indices, ]
train_data[] <- lapply(train_data, function(x) {
if (is.character(x)) factor(x) else x
})
test_data[] <- lapply(test_data, function(x) {
if (is.character(x)) factor(x) else x
})
# Load the library
library(gbm)## Loaded gbm 2.1.8.1# Fit the Gradient Boosting model
set.seed(123)
gbm_model <- gbm(MSRP ~ ., data = train_data,
distribution = "gaussian",
n.trees = 5000,
interaction.depth = 4,
shrinkage = 0.01,
cv.folds = 5, # 5-fold cross-validation
n.minobsinnode = 10)
# Make predictions
gbm_pred <- predict(gbm_model, newdata = test_data, n.trees = gbm_model$gbm.call$best.trees)## Using 341 trees...# Compute MSE for the GBM model
gbm_mse <- mean((test_data$MSRP - gbm_pred)^2)
# Display MSE
gbm_mse## [1] 0.04761117